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Willmore BDB, King AJ. Adaptation in auditory processing. Physiol Rev 2023; 103:1025-1058. [PMID: 36049112 PMCID: PMC9829473 DOI: 10.1152/physrev.00011.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Adaptation is an essential feature of auditory neurons, which reduces their responses to unchanging and recurring sounds and allows their response properties to be matched to the constantly changing statistics of sounds that reach the ears. As a consequence, processing in the auditory system highlights novel or unpredictable sounds and produces an efficient representation of the vast range of sounds that animals can perceive by continually adjusting the sensitivity and, to a lesser extent, the tuning properties of neurons to the most commonly encountered stimulus values. Together with attentional modulation, adaptation to sound statistics also helps to generate neural representations of sound that are tolerant to background noise and therefore plays a vital role in auditory scene analysis. In this review, we consider the diverse forms of adaptation that are found in the auditory system in terms of the processing levels at which they arise, the underlying neural mechanisms, and their impact on neural coding and perception. We also ask what the dynamics of adaptation, which can occur over multiple timescales, reveal about the statistical properties of the environment. Finally, we examine how adaptation to sound statistics is influenced by learning and experience and changes as a result of aging and hearing loss.
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Affiliation(s)
- Ben D. B. Willmore
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom
| | - Andrew J. King
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom
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2
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Arya P, Petkova SP, Kulkarni PP, Kolodny NH, Gobes SMH. Tracing development of song memory with fMRI in zebra finches after a second tutoring experience. Commun Biol 2023; 6:345. [PMID: 36997617 PMCID: PMC10063632 DOI: 10.1038/s42003-023-04724-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 03/17/2023] [Indexed: 04/01/2023] Open
Abstract
Sensory experiences in early development shape higher cognitive functions such as language acquisition in humans and song learning in birds. Zebra finches (Taeniopygia guttata) sequentially exposed to two different song 'tutors' during the sensitive period in development are able to learn from their second tutor and eventually imitate aspects of his song, but the neural substrate involved in learning a second song is unknown. We used fMRI to examine neural activity associated with learning two songs sequentially. We found that acquisition of a second song changes lateralization of the auditory midbrain. Interestingly, activity in the caudolateral Nidopallium (NCL), a region adjacent to the secondary auditory cortex, was related to the fidelity of second-song imitation. These findings demonstrate that experience with a second tutor can permanently alter neural activity in brain regions involved in auditory perception and song learning.
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Affiliation(s)
- Payal Arya
- Neuroscience Department, Wellesley College, Wellesley, MA, 02481, USA
| | - Stela P Petkova
- Neuroscience Department, Wellesley College, Wellesley, MA, 02481, USA
| | - Praveen P Kulkarni
- Center for Translational Neuroimaging, Northeastern University, Boston, MA, 02115, USA
| | - Nancy H Kolodny
- Chemistry Department, Wellesley College, Wellesley, MA, 02481, USA
| | - Sharon M H Gobes
- Neuroscience Department, Wellesley College, Wellesley, MA, 02481, USA.
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3
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Fujii TG, Coulter A, Lawley KS, Prather JF, Okanoya K. Song Preference in Female and Juvenile Songbirds: Proximate and Ultimate Questions. Front Physiol 2022; 13:876205. [PMID: 35492616 PMCID: PMC9047784 DOI: 10.3389/fphys.2022.876205] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 03/28/2022] [Indexed: 12/19/2022] Open
Abstract
Birdsong has long been a subject of extensive research in the fields of ethology as well as neuroscience. Neural and behavioral mechanisms underlying song acquisition and production in male songbirds are particularly well studied, mainly because birdsong shares some important features with human speech such as critical dependence on vocal learning. However, birdsong, like human speech, primarily functions as communication signals. The mechanisms of song perception and recognition should also be investigated to attain a deeper understanding of the nature of complex vocal signals. Although relatively less attention has been paid to song receivers compared to signalers, recent studies on female songbirds have begun to reveal the neural basis of song preference. Moreover, there are other studies of song preference in juvenile birds which suggest possible functions of preference in social context including the sensory phase of song learning. Understanding the behavioral and neural mechanisms underlying the formation, maintenance, expression, and alteration of such song preference in birds will potentially give insight into the mechanisms of speech communication in humans. To pursue this line of research, however, it is necessary to understand current methodological challenges in defining and measuring song preference. In addition, consideration of ultimate questions can also be important for laboratory researchers in designing experiments and interpreting results. Here we summarize the current understanding of song preference in female and juvenile songbirds in the context of Tinbergen's four questions, incorporating results ranging from ethological field research to the latest neuroscience findings. We also discuss problems and remaining questions in this field and suggest some possible solutions and future directions.
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Affiliation(s)
- Tomoko G. Fujii
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
| | - Austin Coulter
- Department of Zoology and Physiology, Program in Neuroscience, University of Wyoming, Laramie, WY, United States
| | - Koedi S. Lawley
- Department of Biomedical Sciences, Texas A&M University, College Station, TX, United States
| | - Jonathan F. Prather
- Department of Zoology and Physiology, Program in Neuroscience, University of Wyoming, Laramie, WY, United States
| | - Kazuo Okanoya
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
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4
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Mol C, Bolhuis JJ, Moorman S. Vocal learning in songbirds: the role of syllable order in song recognition. Philos Trans R Soc Lond B Biol Sci 2021; 376:20200248. [PMID: 34482724 PMCID: PMC8419574 DOI: 10.1098/rstb.2020.0248] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/24/2021] [Indexed: 12/03/2022] Open
Abstract
Songbird vocal learning has interesting behavioural and neural parallels with speech acquisition in human infants. Zebra finch males sing one unique song that they imitate from conspecific males, and both sexes learn to recognize their father's song. Although males copy the stereotyped syllable sequence of their father's song, the role of sequential information in recognition remains unclear. Here, we investigated father's song recognition after changing the serial order of syllables (switching the middle syllables, first and last syllables, or playing all syllables in inverse order). Behavioural approach and call responses of adult male and female zebra finches to their father's versus unfamiliar songs in playback tests demonstrated significant recognition of father's song with all syllable-order manipulations. We then measured behavioural responses to normal versus inversed-order father's song. In line with our first results, the subjects did not differentiate between the two. Interestingly, when males' strength of song learning was taken into account, we found a significant correlation between song imitation scores and the approach responses to the father's song. These findings suggest that syllable sequence is not essential for recognition of father's song in zebra finches, but that it does affect responsiveness of males in proportion to the strength of vocal learning. This article is part of the theme issue 'Vocal learning in animals and humans'.
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Affiliation(s)
- Carien Mol
- Cognitive Neurobiology and Helmholtz Institute, Department of Psychology, Utrecht University, PO Box 80086, 3508 TB Utrecht, The Netherlands
| | - Johan J. Bolhuis
- Cognitive Neurobiology and Helmholtz Institute, Department of Psychology, Utrecht University, PO Box 80086, 3508 TB Utrecht, The Netherlands
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - Sanne Moorman
- Cognitive Neurobiology and Helmholtz Institute, Department of Psychology, Utrecht University, PO Box 80086, 3508 TB Utrecht, The Netherlands
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5
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Di Stadio A, Dipietro L, De Lucia A, Ippolito V, Ishai R, Garofalo S, Pastore V, Ricci G, Della Volpe A. A Novel Bone Conduction Hearing System May Improve Memory Function in Children with Single Side Hearing loss: A Case-Control Study. J Int Adv Otol 2021; 16:158-164. [PMID: 32784152 DOI: 10.5152/iao.2020.7941] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
OBJECTIVES To evaluate the effects of an adhesive adapter prosthesis (AAP) on memory function in pediatric subjects with single side hearing loss (SSHL). MATERIALS AND METHODS Case-control study. 19 pediatric subjects with mild to moderate SSHL treated with AAP and 15 subjects with normal hearing (control group) were included in this study. Working and short-term memory functions were tested in all subjects, in silence and noise conditions. In SSHL subjects, tests were performed before the AAP was applied (T0) and at 1-month (T1) follow-up. The control group was tested once. RESULTS AAP significantly improved working memory function in noise as measured at T1 (p<0.01) compared with T0, but T1 scores in children with SSHL remained significantly different from the ones of the control group (p<0.01). AAP also significantly improved short- term memory function test scores at T1 compared with T0 (p<0.01), but despite being in the normal range for the subjects' age, the scores remained significantly different from those of the control group (p<0.01). CONCLUSION In pediatric subjects with mild, moderate, and moderate-severe SSHL, restoration of bilateral hearing through AAP improved short-term memory function and working memory function in noise, as measured at 1 month follow-up; however, AAP did not seem to lead to a full restoration of such functions as measured by a comparison with healthy controls. Further studies with longer follow-ups might help elucidate whether AAP can elicit further improvements in memory functions.
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Affiliation(s)
| | | | - Antonietta De Lucia
- Otology and Cochlear Implant Unit, Regional Referral Centre Children's Hospital "Santobono-Pausilipon", Naples, Italy
| | - Valentina Ippolito
- Otology and Cochlear Implant Unit, Regional Referral Centre Children's Hospital "Santobono-Pausilipon", Naples, Italy
| | - Reuven Ishai
- Department of Otology and Neurotology and Head and Neck Surgery, Bnai Zion Medical Center, Haifa, Israel
| | - Sabina Garofalo
- Otology and Cochlear Implant Unit, Regional Referral Centre Children's Hospital "Santobono-Pausilipon", Naples, Italy
| | - Vincenzo Pastore
- Otology and Cochlear Implant Unit, Regional Referral Centre Children's Hospital "Santobono-Pausilipon", Naples, Italy
| | - Giampietro Ricci
- Department of Otolaryngology, University of Perugia, Perugia, Italy
| | - Antonio Della Volpe
- Otology and Cochlear Implant Unit, Regional Referral Centre Children's Hospital "Santobono-Pausilipon", Naples, Italy
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Chen Y, Sakata JT. Norepinephrine in the avian auditory cortex enhances developmental song learning. J Neurophysiol 2021; 125:2397-2407. [PMID: 33978494 DOI: 10.1152/jn.00612.2020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Sensory learning during critical periods in development has lasting effects on behavior. Neuromodulators like dopamine and norepinephrine (NE) have been implicated in various forms of sensory learning, but little is known about their contribution to sensory learning during critical periods. Songbirds like the zebra finch communicate with each other using vocal signals (e.g., songs) that are learned during a critical period in development, and the first crucial step in song learning is memorizing the sound of an adult conspecific's (tutor's) song. Here, we analyzed the extent to which NE modulates the auditory learning of a tutor's song and the fidelity of song imitation. Specifically, we paired infusions of NE or vehicle into the caudomedial nidopallium (NCM) with brief epochs of song tutoring. We analyzed the effect of NE in juvenile zebra finches that had or had not previously been exposed to song. Regardless of previous exposure to song, juveniles that received NE infusions into NCM during song tutoring produced songs that were more acoustically similar to the tutor song and that incorporated more elements of the tutor song than juveniles with control infusions. These data support the notion that NE can regulate the formation of sensory memories that shape the development of vocal behaviors that are used throughout an organism's life.NEW & NOTEWORTHY Although norepinephrine (NE) has been implicated in various forms of sensory learning, little is known about its contribution to sensory learning during critical periods in development. We reveal that pairing infusions of NE into the avian secondary auditory cortex with brief epochs of song tutoring significantly enhances auditory learning during the critical period for vocal learning. These data highlight the lasting impact of NE on sensory systems, cognition, and behavior.
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Affiliation(s)
- Yining Chen
- Integrated Program in Neuroscience, McGill University, Montreal, Quebec, Canada
| | - Jon T Sakata
- Integrated Program in Neuroscience, McGill University, Montreal, Quebec, Canada.,Department of Biology, McGill University, Montreal, Quebec, Canada.,Centre for Research on Brain, Language, and Music, McGill University, Montreal, Quebec, Canada.,Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Quebec, Canada
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7
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Schroeder KM, Remage-Healey L. Adult-like neural representation of species-specific songs in the auditory forebrain of zebra finch nestlings. Dev Neurobiol 2021; 81:123-138. [PMID: 33369121 PMCID: PMC7969438 DOI: 10.1002/dneu.22802] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 11/22/2020] [Accepted: 12/21/2020] [Indexed: 12/30/2022]
Abstract
Encoding of conspecific signals during development can reinforce species barriers as well as set the stage for learning and production of species-typical vocalizations. In altricial songbirds, the development of the auditory system is not complete at hatching, so it is unknown the degree to which recently hatched young can process auditory signals like birdsong. We measured in vivo extracellular responses to song stimuli in a zebra finch (Taeniopygia guttata) secondary auditory forebrain region, the caudomedial nidopallium (NCM). We recorded from three age groups between 13 days post-hatch and adult to identify possible shifts in stimulus encoding that occur before the opening of the sensitive period of song motor learning. We did not find differences in putative cell type composition, firing rate, response strength, and selectivity across ages. Across ages narrow-spiking units had higher firing rates, response strength, accuracy, and trial-by-trial reliability along with lower selectivity than broad-spiking units. In addition, we showed that stimulus-specific adaptation, a characteristic of adult NCM, was also present in nestlings and fledglings. These results indicate that most features of secondary auditory processing are already adult-like shortly after hatching. Furthermore, we showed that selectivity for species-specific stimuli is similar across all ages, with the greatest fidelity in temporal coding in response to conspecific song and domesticated Bengalese finch song, and reduced fidelity in response to owl finch song, a more ecologically relevant heterospecific, and white noise. Our study provides the first evidence that the electrophysiological properties of higher-order auditory neurons are already mature in nestling songbirds.
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Affiliation(s)
- Katie M. Schroeder
- Organismic and Evolutionary Biology, University of Massachusetts Amherst, Amherst, MA, USA
| | - Luke Remage-Healey
- Organismic and Evolutionary Biology, University of Massachusetts Amherst, Amherst, MA, USA
- Center for Neuroendocrine Studies, University of Massachusetts Amherst, Amherst, MA, USA
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8
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Fujii TG, Ikebuchi M, Okanoya K. Sex differences in the development and expression of a preference for familiar vocal signals in songbirds. PLoS One 2021; 16:e0243811. [PMID: 33471804 PMCID: PMC7816980 DOI: 10.1371/journal.pone.0243811] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 11/26/2020] [Indexed: 01/31/2023] Open
Abstract
Production and perception of birdsong critically depends on early developmental experience. In species where singing is a sexually dimorphic trait, early life song experience may affect later behavior differently between sexes. It is known that both male and female songbirds acquire a life-long memory of early song experience, though its function remains unclear. In this study, we hypothesized that male and female birds express a preference for their fathers' song, but do so differently depending on the developmental stage. We measured preference for their father's song over an unfamiliar one in both male and female Bengalese finches at multiple time points across ontogeny, using phonotaxis and vocal response as indices of preference. We found that in males, selective approach to their father's song decreased as they developed while in females, it remained stable regardless of age. This may correspond to a higher sensitivity to tutor song in young males while they are learning and a retained sensitivity in females because song is a courtship signal that is used throughout life. In addition, throughout development, males vocalized less frequently during presentation of their father's song compared to unfamiliar song, whereas females emitted more calls to their father's song. These findings contribute to a deeper understanding of why songbirds acquire and maintain such a robust song memory.
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Affiliation(s)
- Tomoko G. Fujii
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Meguro-ku, Tokyo, Japan
| | - Maki Ikebuchi
- Behavior and Cognition Joint Research Laboratory, RIKEN Center for Brain Science, Wako-shi, Saitama, Japan
| | - Kazuo Okanoya
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Meguro-ku, Tokyo, Japan
- Behavior and Cognition Joint Research Laboratory, RIKEN Center for Brain Science, Wako-shi, Saitama, Japan
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9
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Neuroestrogen synthesis modifies neural representations of learned song without altering vocal imitation in developing songbirds. Sci Rep 2020; 10:3602. [PMID: 32108169 PMCID: PMC7046723 DOI: 10.1038/s41598-020-60329-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 02/05/2020] [Indexed: 12/20/2022] Open
Abstract
Birdsong learning, like human speech, depends on the early memorization of auditory models, yet how initial auditory experiences are formed and consolidated is unclear. In songbirds, a putative cortical locus is the caudomedial nidopallium (NCM), and one mechanism to facilitate auditory consolidation is 17β-estradiol (E2), which is associated with human speech-language development, and is abundant in both NCM and human temporal cortex. Circulating and NCM E2 levels are dynamic during learning, suggesting E2’s involvement in encoding recent auditory experiences. Therefore, we tested this hypothesis in juvenile male songbirds using a comprehensive assessment of neuroanatomy, behavior, and neurophysiology. First, we found that brain aromatase expression, and thus the capacity to synthesize neuroestrogens, remains high in the auditory cortex throughout development. Further, while systemic estrogen synthesis blockade suppressed juvenile song production, neither systemic nor unilateral E2 synthesis inhibition in NCM disrupted eventual song imitation. Surprisingly, early life neuroestrogen synthesis blockade in NCM enhanced the neural representations of both the birds’ own song and the tutor song in NCM and a downstream sensorimotor region, HVC, respectively. Taken together, these findings indicate that E2 plays a multifaceted role during development, and that, contrary to prediction, tutor song memorization is unimpaired by unilateral estrogen synthesis blockade in the auditory cortex.
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10
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Fishbein AR, Idsardi WJ, Ball GF, Dooling RJ. Sound sequences in birdsong: how much do birds really care? Philos Trans R Soc Lond B Biol Sci 2019; 375:20190044. [PMID: 31735149 DOI: 10.1098/rstb.2019.0044] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The complex and melodic nature of many birds' songs has raised interest in potential parallels between avian vocal sequences and human speech. The similarities between birdsong and speech in production and learning are well established, but surprisingly little is known about how birds perceive song sequences. One popular laboratory songbird, the zebra finch (Taeniopygia guttata), has recently attracted attention as an avian model for human speech, in part because the male learns to produce the individual elements in its song motif in a fixed sequence. But psychoacoustic evidence shows that adult zebra finches are relatively insensitive to the sequential features of song syllables. Instead, zebra finches and other birds seem to be exquisitely sensitive to the acoustic details of individual syllables to a degree that is beyond human hearing capacity. Based on these findings, we present a finite-state model of zebra finch perception of song syllable sequences and discuss the rich informational capacity of their vocal system. Furthermore, we highlight the abilities of budgerigars (Melopsittacus undulatus), a parrot species, to hear sequential features better than zebra finches and suggest that neurophysiological investigations comparing these species could prove fruitful for uncovering neural mechanisms for auditory sequence perception in human speech. This article is part of the theme issue 'What can animal communication teach us about human language?'
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Affiliation(s)
- Adam R Fishbein
- Psychology Department, University of Maryland, 4094 Campus Drive, College Park, MD 20742, USA.,Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD 20742, USA
| | - William J Idsardi
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD 20742, USA.,Linguistics Department, University of Maryland, 1401 Marie Mount Hall, College Park, MD 20742, USA
| | - Gregory F Ball
- Psychology Department, University of Maryland, 4094 Campus Drive, College Park, MD 20742, USA.,Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD 20742, USA
| | - Robert J Dooling
- Psychology Department, University of Maryland, 4094 Campus Drive, College Park, MD 20742, USA.,Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD 20742, USA
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11
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Gobes SMH, Jennings RB, Maeda RK. The sensitive period for auditory-vocal learning in the zebra finch: Consequences of limited-model availability and multiple-tutor paradigms on song imitation. Behav Processes 2019; 163:5-12. [PMID: 28743517 PMCID: PMC5780260 DOI: 10.1016/j.beproc.2017.07.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 06/30/2017] [Accepted: 07/17/2017] [Indexed: 01/10/2023]
Abstract
Male zebra finches, Taeniopygia guttata, acquire their song during a sensitive period for auditory-vocal learning by imitating conspecific birds. Laboratory studies have shown that the sensitive period for song acquisition covers a developmental phase lasting from 25 to 65days post hatch (dph); formation of auditory memory primarily occurs between 25 and 35dph. The duration of the sensitive period is, however, dependent upon model availability. If a tutor is not available early in development, birds will learn from an adult male introduced to their cage even after they reach 65dph. Birds who are exposed to a second tutor as late as 63dph can successfully adjust their song 'template' to learn a new song model. However, if second-tutor song exposure occurs after 65dph, learning of a new tutor's song will not occur for most individuals. Here, we review the literature as well as novel studies from our own laboratory concerning sensitive periods for auditory memory formation in zebra finches; these behavioral studies indicate that there are developmental constraints on imitative learning in zebra finches.
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Affiliation(s)
- Sharon M H Gobes
- Neuroscience Program, Wellesley College, 106 Central Street, Wellesley, MA 02481-8203, United States.
| | - Rebecca B Jennings
- Neuroscience Program, Wellesley College, 106 Central Street, Wellesley, MA 02481-8203, United States
| | - Rie K Maeda
- Neuroscience Program, Wellesley College, 106 Central Street, Wellesley, MA 02481-8203, United States
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12
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Bottjer SW, Ronald AA, Kaye T. Response properties of single neurons in higher level auditory cortex of adult songbirds. J Neurophysiol 2019; 121:218-237. [PMID: 30461366 PMCID: PMC6383665 DOI: 10.1152/jn.00751.2018] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 11/08/2018] [Indexed: 01/28/2023] Open
Abstract
The caudomedial nidopallium (NCM) is a higher level region of auditory cortex in songbirds that has been implicated in encoding learned vocalizations and mediating perception of complex sounds. We made cell-attached recordings in awake adult male zebra finches ( Taeniopygia guttata) to characterize responses of single NCM neurons to playback of tones and songs. Neurons fell into two broad classes: narrow fast-spiking cells and broad sparsely firing cells. Virtually all narrow-spiking cells responded to playback of pure tones, compared with approximately half of broad-spiking cells. In addition, narrow-spiking cells tended to have lower thresholds and faster, less variable spike onset latencies than did broad-spiking cells, as well as higher firing rates. Tonal responses of narrow-spiking cells also showed broader ranges for both frequency and amplitude compared with broad-spiking neurons and were more apt to have V-shaped tuning curves compared with broad-spiking neurons, which tended to have complex (discontinuous), columnar, or O-shaped frequency response areas. In response to playback of conspecific songs, narrow-spiking neurons showed high firing rates and low levels of selectivity whereas broad-spiking neurons responded sparsely and selectively. Broad-spiking neurons in which tones failed to evoke a response showed greater song selectivity compared with those with a clear tuning curve. These results are consistent with the idea that narrow-spiking neurons represent putative fast-spiking interneurons, which may provide a source of intrinsic inhibition that contributes to the more selective tuning in broad-spiking cells. NEW & NOTEWORTHY The response properties of neurons in higher level regions of auditory cortex in songbirds are of fundamental interest because processing in such regions is essential for vocal learning and plasticity and for auditory perception of complex sounds. Within a region of secondary auditory cortex, neurons with narrow spikes exhibited high firing rates to playback of both tones and multiple conspecific songs, whereas broad-spiking neurons responded sparsely and selectively to both tones and songs.
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Affiliation(s)
- Sarah W Bottjer
- Section of Neurobiology, University of Southern California , Los Angeles, California
| | - Andrew A Ronald
- Section of Neurobiology, University of Southern California , Los Angeles, California
| | - Tiara Kaye
- Section of Neurobiology, University of Southern California , Los Angeles, California
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13
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Vahaba DM, Remage-Healey L. Neuroestrogens rapidly shape auditory circuits to support communication learning and perception: Evidence from songbirds. Horm Behav 2018; 104:77-87. [PMID: 29555375 PMCID: PMC7025793 DOI: 10.1016/j.yhbeh.2018.03.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Revised: 03/15/2018] [Accepted: 03/15/2018] [Indexed: 12/19/2022]
Abstract
Contribution to Special Issue on Fast effects of steroids. Steroid hormones, such as estrogens, were once thought to be exclusively synthesized in the ovaries and enact transcriptional changes over the course of hours to days. However, estrogens are also locally synthesized within neural circuits, wherein they rapidly (within minutes) modulate a range of behaviors, including spatial cognition and communication. Here, we review the role of brain-derived estrogens (neuroestrogens) as modulators within sensory circuits in songbirds. We first present songbirds as an attractive model to explore how neuroestrogens in auditory cortex modulate vocal communication processing and learning. Further, we examine how estrogens may enhance vocal learning and auditory memory consolidation in sensory cortex via mechanisms similar to those found in the hippocampus of rodents and birds. Finally, we propose future directions for investigation, including: 1) the extent of developmental and hemispheric shifts in aromatase and membrane estrogen receptor expression in auditory circuits; 2) how neuroestrogens may impact inhibitory interneurons to regulate audition and critical period plasticity; and, 3) dendritic spine plasticity as a candidate mechanism mediating estrogen-dependent effects on vocal learning. Together, this perspective of estrogens as neuromodulators in the vertebrate brain has opened new avenues in understanding sensory plasticity, including how hormones can act on communication circuits to influence behaviors in other vocal learning species, such as in language acquisition and speech processing in humans.
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Affiliation(s)
- Daniel M Vahaba
- Neuroscience and Behavior Program, Center for Neuroendocrine Studies, University of Massachusetts Amherst, Amherst, MA 01003, United States
| | - Luke Remage-Healey
- Neuroscience and Behavior Program, Center for Neuroendocrine Studies, University of Massachusetts Amherst, Amherst, MA 01003, United States.
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14
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Lawson SL, Fishbein AR, Prior NH, Ball GF, Dooling RJ. Relative salience of syllable structure and syllable order in zebra finch song. Anim Cogn 2018; 21:467-480. [PMID: 29766379 DOI: 10.1007/s10071-018-1182-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 04/16/2018] [Accepted: 04/18/2018] [Indexed: 12/19/2022]
Abstract
There is a rich history of behavioral and neurobiological research focused on the 'syntax' of birdsong as a model for human language and complex auditory perception. Zebra finches are one of the most widely studied songbird species in this area of investigation. As they produce song syllables in a fixed sequence, it is reasonable to assume that adult zebra finches are also sensitive to the order of syllables within their song; however, results from electrophysiological and behavioral studies provide somewhat mixed evidence on exactly how sensitive zebra finches are to syllable order as compared, say, to syllable structure. Here, we investigate how well adult zebra finches can discriminate changes in syllable order relative to changes in syllable structure in their natural song motifs. In addition, we identify a possible role for experience in enhancing sensitivity to syllable order. We found that both male and female adult zebra finches are surprisingly poor at discriminating changes to the order of syllables within their species-specific song motifs, but are extraordinarily good at discriminating changes to syllable structure (i.e., reversals) in specific syllables. Direct experience or familiarity with a song, either using the bird's own song (BOS) or the song of a flock mate as the test stimulus, improved both male and female zebra finches' sensitivity to syllable order. However, even with experience, birds remained much more sensitive to structural changes in syllables. These results help to clarify some of the ambiguities from the literature on the discriminability of changes in syllable order in zebra finches, provide potential insight on the ethological significance of zebra finch song features, and suggest new avenues of investigation in using zebra finches as animal models for sequential sound processing.
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Affiliation(s)
- Shelby L Lawson
- Psychology Department, University of Maryland, Biology-Psychology Bldg., 4094 Campus Dr., College Park, MD, 20742, USA
| | - Adam R Fishbein
- Psychology Department, University of Maryland, Biology-Psychology Bldg., 4094 Campus Dr., College Park, MD, 20742, USA.,Neuroscience and Cognitive Science Program, University of Maryland, College Park, Maryland, 20742, United States
| | - Nora H Prior
- Psychology Department, University of Maryland, Biology-Psychology Bldg., 4094 Campus Dr., College Park, MD, 20742, USA.,Neuroscience and Cognitive Science Program, University of Maryland, College Park, Maryland, 20742, United States
| | - Gregory F Ball
- Psychology Department, University of Maryland, Biology-Psychology Bldg., 4094 Campus Dr., College Park, MD, 20742, USA.,Neuroscience and Cognitive Science Program, University of Maryland, College Park, Maryland, 20742, United States
| | - Robert J Dooling
- Psychology Department, University of Maryland, Biology-Psychology Bldg., 4094 Campus Dr., College Park, MD, 20742, USA. .,Neuroscience and Cognitive Science Program, University of Maryland, College Park, Maryland, 20742, United States.
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15
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Lampen J, McAuley JD, Chang SE, Wade J. Neural activity associated with rhythmicity of song in juvenile male and female zebra finches. Behav Processes 2017; 163:45-52. [PMID: 29247695 DOI: 10.1016/j.beproc.2017.12.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Revised: 11/09/2017] [Accepted: 12/05/2017] [Indexed: 12/28/2022]
Abstract
Rhythm is an important aspect of both human speech and birdsong. Adult zebra finches show increased neural activity following exposure to arrhythmic compared to rhythmic song in regions similar to the mammalian auditory association cortex and amygdala. This pattern may indicate that birds are detecting errors in the arrhythmic song relative to their learned song template or to more general expectations of song structure. Here we exposed juvenile zebra finches to natural conspecific song (rhythmic) or song with altered inter-syllable intervals (arrhythmic) prior to or during template formation, or afterward as males are matching vocal production to a memorized song template (sensorimotor integration). Before template formation, expression of the immediate early gene ZENK was increased in the caudomedial nidopallium (NCM) of birds exposed to rhythmic relative to arrhythmic song. During template formation, ZENK expression was increased in the caudomedial mesopallium (CMM) of birds exposed to arrhythmic relative to rhythmic song. These results suggest that the youngest birds may be predisposed to respond to a more natural stimulus, and a template may be required for arrhythmic song to elicit increased neural activity. It also appears that functional development across the brain regions investigated continues to maturity.
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Affiliation(s)
- Jennifer Lampen
- Neuroscience Program, Michigan State University, East Lansing, MI 48824-1101, USA.
| | - J Devin McAuley
- Neuroscience Program, Michigan State University, East Lansing, MI 48824-1101, USA; Department of Psychology, Michigan State University, East Lansing, MI 48824-1101, USA
| | - Soo-Eun Chang
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
| | - Juli Wade
- Neuroscience Program, Michigan State University, East Lansing, MI 48824-1101, USA; Department of Psychology, Michigan State University, East Lansing, MI 48824-1101, USA
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16
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Sensory Coding and Sensitivity to Local Estrogens Shift during Critical Period Milestones in the Auditory Cortex of Male Songbirds. eNeuro 2017; 4:eN-NWR-0317-17. [PMID: 29255797 PMCID: PMC5732019 DOI: 10.1523/eneuro.0317-17.2017] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 10/25/2017] [Accepted: 10/26/2017] [Indexed: 11/21/2022] Open
Abstract
Vocal learning occurs during an experience-dependent, age-limited critical period early in development. In songbirds, vocal learning begins when presinging birds acquire an auditory memory of their tutor's song (sensory phase) followed by the onset of vocal production and refinement (sensorimotor phase). Hearing is necessary throughout the vocal learning critical period. One key brain area for songbird auditory processing is the caudomedial nidopallium (NCM), a telencephalic region analogous to mammalian auditory cortex. Despite NCM's established role in auditory processing, it is unclear how the response properties of NCM neurons may shift across development. Moreover, communication processing in NCM is rapidly enhanced by local 17β-estradiol (E2) administration in adult songbirds; however, the function of dynamically fluctuating E2 in NCM during development is unknown. We collected bilateral extracellular recordings in NCM coupled with reverse microdialysis delivery in juvenile male zebra finches (Taeniopygia guttata) across the vocal learning critical period. We found that auditory-evoked activity and coding accuracy were substantially higher in the NCM of sensory-aged animals compared to sensorimotor-aged animals. Further, we observed both age-dependent and lateralized effects of local E2 administration on sensory processing. In sensory-aged subjects, E2 decreased auditory responsiveness across both hemispheres; however, a similar trend was observed in age-matched control subjects. In sensorimotor-aged subjects, E2 dampened auditory responsiveness in left NCM but enhanced auditory responsiveness in right NCM. Our results reveal an age-dependent physiological shift in auditory processing and lateralized E2 sensitivity that each precisely track a key neural "switch point" from purely sensory (pre-singing) to sensorimotor (singing) in developing songbirds.
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17
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Giret N, Edeline JM, Del Negro C. Neural mechanisms of vocal imitation: The role of sleep replay in shaping mirror neurons. Neurosci Biobehav Rev 2017; 77:58-73. [PMID: 28288397 DOI: 10.1016/j.neubiorev.2017.01.051] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 01/04/2017] [Accepted: 01/04/2017] [Indexed: 01/19/2023]
Abstract
Learning by imitation involves not only perceiving another individual's action to copy it, but also the formation of a memory trace in order to gradually establish a correspondence between the sensory and motor codes, which represent this action through sensorimotor experience. Memory and sensorimotor processes are closely intertwined. Mirror neurons, which fire both when the same action is performed or perceived, have received considerable attention in the context of imitation. An influential view of memory processes considers that the consolidation of newly acquired information or skills involves an active offline reprocessing of memories during sleep within the neuronal networks that were initially used for encoding. Here, we review the recent advances in the field of mirror neurons and offline processes in the songbird. We further propose a theoretical framework that could establish the neurobiological foundations of sensorimotor learning by imitation. We propose that the reactivation of neuronal assemblies during offline periods contributes to the integration of sensory feedback information and the establishment of sensorimotor mirroring activity at the neuronal level.
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Affiliation(s)
- Nicolas Giret
- Neuroscience Paris-Saclay Institute, CNRS, Université Paris Sud, Université Paris Saclay, Orsay, France.
| | - Jean-Marc Edeline
- Neuroscience Paris-Saclay Institute, CNRS, Université Paris Sud, Université Paris Saclay, Orsay, France.
| | - Catherine Del Negro
- Neuroscience Paris-Saclay Institute, CNRS, Université Paris Sud, Université Paris Saclay, Orsay, France.
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18
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Yanagihara S, Yazaki-Sugiyama Y. Auditory experience-dependent cortical circuit shaping for memory formation in bird song learning. Nat Commun 2016; 7:11946. [PMID: 27327620 PMCID: PMC4919517 DOI: 10.1038/ncomms11946] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 05/16/2016] [Indexed: 11/10/2022] Open
Abstract
As in human speech acquisition, songbird vocal learning depends on early auditory experience. During development, juvenile songbirds listen to and form auditory memories of adult tutor songs, which they use to shape their own vocalizations in later sensorimotor learning. The higher-level auditory cortex, called the caudomedial nidopallium (NCM), is a potential storage site for tutor song memory, but no direct electrophysiological evidence of tutor song memory has been found. Here, we identify the neuronal substrate for tutor song memory by recording single-neuron activity in the NCM of behaving juvenile zebra finches. After tutor song experience, a small subset of NCM neurons exhibit highly selective auditory responses to the tutor song. Moreover, blockade of GABAergic inhibition, and sleep decrease their selectivity. Taken together, these results suggest that experience-dependent recruitment of GABA-mediated inhibition shapes auditory cortical circuits, leading to sparse representation of tutor song memory in auditory cortical neurons.
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Affiliation(s)
- Shin Yanagihara
- Neuronal Mechanism for Critical Period Unit, Okinawa Institute of Science and Technology (OIST) Graduate University, 1919-1, Tancha, Onna-son, Okinawa 904-0495, Japan
| | - Yoko Yazaki-Sugiyama
- Neuronal Mechanism for Critical Period Unit, Okinawa Institute of Science and Technology (OIST) Graduate University, 1919-1, Tancha, Onna-son, Okinawa 904-0495, Japan
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19
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Wheatcroft D, Qvarnström A. A blueprint for vocal learning: auditory predispositions from brains to genomes. Biol Lett 2016; 11:rsbl.2015.0155. [PMID: 26246333 DOI: 10.1098/rsbl.2015.0155] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Memorizing and producing complex strings of sound are requirements for spoken human language. We share these behaviours with likely more than 4000 species of songbirds, making birds our primary model for studying the cognitive basis of vocal learning and, more generally, an important model for how memories are encoded in the brain. In songbirds, as in humans, the sounds that a juvenile learns later in life depend on auditory memories formed early in development. Experiments on a wide variety of songbird species suggest that the formation and lability of these auditory memories, in turn, depend on auditory predispositions that stimulate learning when a juvenile hears relevant, species-typical sounds. We review evidence that variation in key features of these auditory predispositions are determined by variation in genes underlying the development of the auditory system. We argue that increased investigation of the neuronal basis of auditory predispositions expressed early in life in combination with modern comparative genomic approaches may provide insights into the evolution of vocal learning.
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Affiliation(s)
- David Wheatcroft
- Animal Ecology/Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, SE-752 36 Uppsala, Sweden
| | - Anna Qvarnström
- Animal Ecology/Department of Ecology and Genetics, Uppsala University, Norbyvägen 18D, SE-752 36 Uppsala, Sweden
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20
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Canopoli A, Zai A, Hahnloser R. Lesions of a higher auditory brain area during a sensorimotor period do not impair birdsong learning . ACTA ACUST UNITED AC 2016. [DOI: 10.19185/matters.201603000018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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21
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Ono S, Okanoya K, Seki Y. Hierarchical emergence of sequence sensitivity in the songbird auditory forebrain. J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2016; 202:163-83. [PMID: 26864094 DOI: 10.1007/s00359-016-1070-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Revised: 01/13/2016] [Accepted: 01/14/2016] [Indexed: 11/28/2022]
Abstract
Bengalese finches (Lonchura striata var. domestica) generate more complex sequences in their songs than zebra finches. Because of this, we chose this species to explore the signal processing of sound sequence in the primary auditory forebrain area, field L, and in a secondary area, the caudomedial nidopallium (NCM). We simultaneously recorded activity from multiple single units in urethane-anesthetized birds. We successfully replicated the results of a previous study in awake zebra finches examining stimulus-specific habituation of NCM neurons to conspecific songs. Then, we used an oddball paradigm and compared the neural response to deviant sounds that were presented infrequently, with the response to standard sounds, which were presented frequently. In a single sound oddball task, two different song elements were assigned for the deviant and standard sounds. The response bias to deviant elements was larger in NCM than in field L. In a triplet sequence oddball task, two triplet sequences containing elements ABC and ACB were assigned as the deviant and standard. Only neurons in NCM that displayed broad-shaped spike waveforms had sensitivity to the difference in element order. Our results suggest the hierarchical processing of complex sound sequences in the songbird auditory forebrain.
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Affiliation(s)
- Satoko Ono
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, 3-8-1 Komaba, Meguro-ku, Tokyo, 153-8902, Japan.,ERATO, Okanoya Emotional Information Project, Japan Science and Technology Agency, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan.,Emotional Information Joint Research Laboratory, RIKEN BSI, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan
| | - Kazuo Okanoya
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, 3-8-1 Komaba, Meguro-ku, Tokyo, 153-8902, Japan.,ERATO, Okanoya Emotional Information Project, Japan Science and Technology Agency, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan.,Emotional Information Joint Research Laboratory, RIKEN BSI, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan
| | - Yoshimasa Seki
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, 3-8-1 Komaba, Meguro-ku, Tokyo, 153-8902, Japan. .,ERATO, Okanoya Emotional Information Project, Japan Science and Technology Agency, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan. .,Emotional Information Joint Research Laboratory, RIKEN BSI, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan. .,Faculty of Letters, Aichi University, 1-1 Machihata, Machihata-cho, Toyohashi, Aichi, 441-8522, Japan.
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22
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Klaas HS, Frühholz S, Grandjean D. Aggressive vocal expressions-an investigation of their underlying neural network. Front Behav Neurosci 2015; 9:121. [PMID: 26029069 PMCID: PMC4426728 DOI: 10.3389/fnbeh.2015.00121] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 04/27/2015] [Indexed: 11/13/2022] Open
Abstract
Recent neural network models for the production of primate vocalizations are largely based on research in nonhuman primates. These models seem yet not fully capable of explaining the neural network dynamics especially underlying different types of human vocalizations. Unlike animal vocalizations, human affective vocalizations might involve higher levels of vocal control and monitoring demands, especially in case of more complex vocal expressions of emotions superimposed on speech. Here we therefore investigated the functional cortico-subcortical network underlying different types (evoked vs. repetition) of producing human affective vocalizations in terms of affective prosody, especially examining the aggressive tone of a voice while producing meaningless speech-like utterances. Functional magnetic resonance imaging revealed, first, that bilateral auditory cortices showed a close functional interconnectivity during affective vocalizations pointing to a bilateral exchange of relevant acoustic information of produced vocalizations. Second, bilateral motor cortices (MC) that directly control vocal motor behavior showed functional connectivity to the right inferior frontal gyrus (IFG) and the right superior temporal gyrus (STG). Thus, vocal motor behavior during affective vocalizations seems to be controlled by a right lateralized network that provides vocal monitoring (IFG), probably based on auditory feedback processing (STG). Third, the basal ganglia (BG) showed both positive and negative modulatory connectivity with several frontal (ACC, IFG) and temporal brain regions (STG). Finally, the repetition of affective prosody compared to evoked vocalizations revealed a more extended neural network probably based on higher control and vocal monitoring demands. Taken together, the functional brain network underlying human affective vocalizations revealed several features that have been so far neglected in models of primate vocalizations.
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Affiliation(s)
- Hannah S Klaas
- Neuroscience of Emotion and Affective Dynamics Laboratory (NEAD), Department of Psychology, University of Geneva Geneva, Switzerland
| | - Sascha Frühholz
- Neuroscience of Emotion and Affective Dynamics Laboratory (NEAD), Department of Psychology, University of Geneva Geneva, Switzerland ; Swiss Center for Affective Sciences, University of Geneva Geneva, Switzerland
| | - Didier Grandjean
- Neuroscience of Emotion and Affective Dynamics Laboratory (NEAD), Department of Psychology, University of Geneva Geneva, Switzerland ; Swiss Center for Affective Sciences, University of Geneva Geneva, Switzerland
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23
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Bolhuis JJ, Moorman S. Birdsong memory and the brain: In search of the template. Neurosci Biobehav Rev 2015; 50:41-55. [DOI: 10.1016/j.neubiorev.2014.11.019] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Revised: 11/07/2014] [Accepted: 11/21/2014] [Indexed: 11/26/2022]
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