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Robins S. The 21st century engram. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2023; 14:e1653. [PMID: 37177850 DOI: 10.1002/wcs.1653] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 04/10/2023] [Accepted: 04/22/2023] [Indexed: 05/15/2023]
Abstract
The search for the engram-the neural mechanism of memory-has been a guiding research project for neuroscience since its emergence as a distinct scientific field. Recent developments in the tools and techniques available for investigating the mechanisms of memory have allowed researchers to proclaimed the search is over. While there is ongoing debate about the justification for that claim, renewed interest in the engram is clear. This attention highlights the impoverished status of the engram concept. As research accelerates, the simple characterization of the engram as an enduring physical change is stretched thin. Now that the engram commitment has been made more explicit, it must also be made more precise. If the project of 20th century neurobiology was finding the engram, the project of the 21st must be supplying a richer account of what's been found. This paper sketches a history of the engram, and a way forward. This article is categorized under: Philosophy > Foundations of Cognitive Science.
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Affiliation(s)
- Sarah Robins
- Department of Philosophy, University of Kansas, Lawrence, Kansas, USA
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Trimarco E, Mirino P, Caligiore D. Cortico-Cerebellar Hyper-Connections and Reduced Purkinje Cells Behind Abnormal Eyeblink Conditioning in a Computational Model of Autism Spectrum Disorder. Front Syst Neurosci 2022; 15:666649. [PMID: 34975423 PMCID: PMC8719301 DOI: 10.3389/fnsys.2021.666649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 11/29/2021] [Indexed: 11/17/2022] Open
Abstract
Empirical evidence suggests that children with autism spectrum disorder (ASD) show abnormal behavior during delay eyeblink conditioning. They show a higher conditioned response learning rate and earlier peak latency of the conditioned response signal. The neuronal mechanisms underlying this autistic behavioral phenotype are still unclear. Here, we use a physiologically constrained spiking neuron model of the cerebellar-cortical system to investigate which features are critical to explaining atypical learning in ASD. Significantly, the computer simulations run with the model suggest that the higher conditioned responses learning rate mainly depends on the reduced number of Purkinje cells. In contrast, the earlier peak latency mainly depends on the hyper-connections of the cerebellum with sensory and motor cortex. Notably, the model has been validated by reproducing the behavioral data collected from studies with real children. Overall, this article is a starting point to understanding the link between the behavioral and neurobiological basis in ASD learning. At the end of the paper, we discuss how this knowledge could be critical for devising new treatments.
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Affiliation(s)
- Emiliano Trimarco
- Computational and Translational Neuroscience Laboratory, Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy
| | - Pierandrea Mirino
- Computational and Translational Neuroscience Laboratory, Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy.,Laboratory of Neuropsychology of Visuo-Spatial and Navigational Disorders, Department of Psychology, "Sapienza" University, Rome, Italy.,AI2Life s.r.l., Innovative Start-Up, ISTC-CNR Spin-Off, Rome, Italy
| | - Daniele Caligiore
- Computational and Translational Neuroscience Laboratory, Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy.,AI2Life s.r.l., Innovative Start-Up, ISTC-CNR Spin-Off, Rome, Italy
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Isolated focal dystonia phenotypes are associated with distinct patterns of altered microstructure. NEUROIMAGE-CLINICAL 2018; 19:805-812. [PMID: 30013924 PMCID: PMC6024227 DOI: 10.1016/j.nicl.2018.06.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 05/17/2018] [Accepted: 06/03/2018] [Indexed: 01/21/2023]
Abstract
Objective Isolated adult-onset focal dystonia is considered a network disorder with disturbances to the motor basal ganglia and cerebellar circuits playing a pathophysiological role, but why specific body regions become affected remains unknown. We aimed to use diffusion tensor imaging to determine if the two most common phenotypes of focal dystonia are associated with distinguishing microstructural changes affecting the motor network. Methods Fifteen blepharospasm patients, 20 cervical dystonia patients, and 30 age- and sex-matched healthy controls were recruited. Maps of fractional anisotropy and mean diffusivity were analyzed using a voxel-based approach and an automated region-of-interest technique to evaluate deep gray matter nuclei. Correlations between diffusion measures and dystonia severity were tested, and post hoc discriminant analyses were conducted. Results Voxel-based analyses revealed significantly reduced fractional anisotropy in the right cerebellum and increased mean diffusivity in the left caudate of cervical dystonia patients compared to controls, as well as lower fractional anisotropy in the right cerebellum in cervical dystonia patients relative to blepharospasm patients. In addition to reduced fractional anisotropy in the bilateral caudate nucleus of cervical dystonia patients relative to controls and blepharospasm patients, region-of-interest analyses revealed significantly reduced fractional anisotropy in the right globus pallidus internus and left red nucleus of blepharospasm patients compared to both controls and cervical dystonia patients. Diffusivity measures in the red nucleus of blepharospasm patients correlated with disease severity. In a three-group discriminant analysis, participants were correctly classified with only modest reliability (67-75%), but in a two-group discriminant analysis, patients could be distinguished from each other with high reliability (83-100%). Conclusions Different focal dystonia phenotypes are associated with distinct patterns of altered microstructure within constituent regions of basal ganglia and cerebellar circuits.
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Key Words
- BSP, blepharospasm
- Basal ganglia
- Blepharospasm
- CD, cervical dystonia
- Cerebellum
- Cervical dystonia
- DTI, diffusion tensor imaging
- Diffusion tensor imaging
- FA, fractional anisotropy
- HC, healthy control
- JRS, Jankovic Rating Scale
- MD, mean diffusivity
- MNI, Montreal Neurological Institute
- ROI, region of interest
- TWSTRS, Toronto Western Spasmodic Torticollis Rating Scale
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Evinger CL. Animal Models of Focal Dystonia. Mov Disord 2015. [DOI: 10.1016/b978-0-12-405195-9.00026-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Dorsal periaqueductal gray-amygdala pathway conveys both innate and learned fear responses in rats. Proc Natl Acad Sci U S A 2013; 110:14795-800. [PMID: 23959880 DOI: 10.1073/pnas.1310845110] [Citation(s) in RCA: 118] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
The periaqueductal gray (PAG) and amygdala are known to be important for defensive responses, and many contemporary fear-conditioning models present the PAG as downstream of the amygdala, directing the appropriate behavior (i.e., freezing or fleeing). However, empirical studies of this circuitry are inconsistent and warrant further examination. Hence, the present study investigated the functional relationship between the PAG and amygdala in two different settings, fear conditioning and naturalistic foraging, in rats. In fear conditioning, electrical stimulation of the dorsal PAG (dPAG) produced unconditional responses (URs) composed of brief activity bursts followed by freezing and 22-kHz ultrasonic vocalization. In contrast, stimulation of ventral PAG and the basolateral amygdalar complex (BLA) evoked freezing and/or ultrasonic vocalization. Whereas dPAG stimulation served as an effective unconditional stimulus for fear conditioning to tone and context conditional stimuli, neither ventral PAG nor BLA stimulation supported fear conditioning. The conditioning effect of dPAG, however, was abolished by inactivation of the BLA. In a foraging task, dPAG and BLA stimulation evoked only fleeing toward the nest. Amygdalar lesion/inactivation blocked the UR of dPAG stimulation, but dPAG lesions did not block the UR of BLA stimulation. Furthermore, in vivo recordings demonstrated that electrical priming of the dPAG can modulate plasticity of subiculum-BLA synapses, providing additional evidence that the amygdala is downstream of the dPAG. These results suggest that the dPAG conveys unconditional stimulus information to the BLA, which directs both innate and learned fear responses, and that brain stimulation-evoked behaviors are modulated by context.
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Anatomical characterization of a rabbit cerebellar eyeblink premotor pathway using pseudorabies and identification of a local modulatory network in anterior interpositus. J Neurosci 2012; 32:12472-87. [PMID: 22956838 DOI: 10.1523/jneurosci.2088-12.2012] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Rabbit eyeblink conditioning is a well characterized model of associative learning. To identify specific neurons that are part of the eyeblink premotor pathway, a retrograde transsynaptic tracer (pseudorabies virus) was injected into the orbicularis oculi muscle. Four time points (3, 4, 4.5, and 5 d) were selected to identify sequential segments of the pathway and a map of labeled structures was generated. At 3 d, labeled first-order motor neurons were found in dorsolateral facial nucleus ipsilaterally. At 4 d, second-order premotor neurons were found in reticular nuclei, and sensory trigeminal, auditory, vestibular, and motor structures, including contralateral red nucleus. At 4.5 d, labeled third-order premotor neurons were found in the pons, midbrain, and cerebellum, including dorsolateral anterior interpositus nucleus and rostral fastigial nucleus. At 5 d, labeling revealed higher-order premotor structures. Labeled fourth-order Purkinje cells were found in ipsilateral cerebellar cortex in cerebellar lobule HVI and in lobule I. The former has been implicated in eyeblink conditioning and the latter in vestibular control. Labeled neurons in anterior interpositus were studied, using neurotransmitter immunoreactivity to classify individual cell types and delineate their interconnectivity. Labeled third-order premotor neurons were immunoreactive for glutamate and corresponded to large excitatory projection neurons. Labeled fourth-order premotor interneurons were immunoreactive for GABA (30%), glycine (18%), or both GABA and glycine (52%) and form a functional network within anterior interpositus involved in modulation of motor commands. These results identify a complete eyeblink premotor pathway, deep cerebellar interconnectivity, and specific neurons responsible for the generation of eyeblink responses.
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Freeman JH, Steinmetz AB. Neural circuitry and plasticity mechanisms underlying delay eyeblink conditioning. Learn Mem 2011; 18:666-77. [PMID: 21969489 DOI: 10.1101/lm.2023011] [Citation(s) in RCA: 135] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Pavlovian eyeblink conditioning has been used extensively as a model system for examining the neural mechanisms underlying associative learning. Delay eyeblink conditioning depends on the intermediate cerebellum ipsilateral to the conditioned eye. Evidence favors a two-site plasticity model within the cerebellum with long-term depression of parallel fiber synapses on Purkinje cells and long-term potentiation of mossy fiber synapses on neurons in the anterior interpositus nucleus. Conditioned stimulus and unconditioned stimulus inputs arise from the pontine nuclei and inferior olive, respectively, converging in the cerebellar cortex and deep nuclei. Projections from subcortical sensory nuclei to the pontine nuclei that are necessary for eyeblink conditioning are beginning to be identified, and recent studies indicate that there are dynamic interactions between sensory thalamic nuclei and the cerebellum during eyeblink conditioning. Cerebellar output is projected to the magnocellular red nucleus and then to the motor nuclei that generate the blink response(s). Tremendous progress has been made toward determining the neural mechanisms of delay eyeblink conditioning but there are still significant gaps in our understanding of the necessary neural circuitry and plasticity mechanisms underlying cerebellar learning.
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Affiliation(s)
- John H Freeman
- Department of Psychology and Neuroscience Program, The University of Iowa, Iowa City, Iowa 52242, USA.
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Thompson R, Steinmetz J. The role of the cerebellum in classical conditioning of discrete behavioral responses. Neuroscience 2009; 162:732-55. [DOI: 10.1016/j.neuroscience.2009.01.041] [Citation(s) in RCA: 184] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2008] [Revised: 12/18/2008] [Accepted: 01/21/2009] [Indexed: 10/21/2022]
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Miasnikov AA, Chen JC, Weinberger NM. Behavioral memory induced by stimulation of the nucleus basalis: effects of contingency reversal. Neurobiol Learn Mem 2009; 91:298-309. [PMID: 19168141 PMCID: PMC2896312 DOI: 10.1016/j.nlm.2008.12.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2008] [Revised: 11/27/2008] [Accepted: 12/24/2008] [Indexed: 11/18/2022]
Abstract
Specific behavioral associative memory induced by stimulation of the cortically-projecting cholinergic nucleus basalis (NB) is dependent on intrinsic acetylcholine and shares with natural memory such features as associativity, specificity, rapid formation, consolidation and long-term retention. Herein, we examined extinction and the effects of stimulus pre-exposure. Two groups of adult male rats (n=4 each) were first tested for behavioral responses (disruption of ongoing respiration) to tones (1-15 kHz), constituting a pre-training behavioral frequency generalization gradient (BFGG). They next received a first session of training, 200 trials of a tone (8.00 kHz, 70 dB, 2 s) either paired with electrical stimulation of the NB (100 Hz, 0.2 s, approximately 67 microA, NBstm) (group IP) or unpaired (group IU). Twenty-four hours later, they were tested for behavioral memory by obtaining post-training BFGGs. Then the contingencies were reversed yet another 24 h later; the IP group received tone and NBstm unpaired and the IU group received them paired. A final set of generalization gradients was obtained the next day. All stimuli were presented with subjects under state control indexed by regular respiration. Tested 24 h post-initial training, the IP group developed specific associative behavioral memory indicated by increased responses only to CS-band frequencies, while the IU group did not. After subsequent training with unpaired stimuli, the IP group exhibited experimental extinction. Furthermore, after initial exposure to the CS and NBstm unpaired, the IU group exhibited a tendency toward reduced conditioning to CS/NBstm pairing and a significant increase in latency of conditioned responses. The present findings provide additional support for the hypothesis that engagement of the NB is sufficient to induce natural associative memory and suggest that activation of the NB may be a normal component in the formation of natural associative memory.
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Affiliation(s)
- Alexandre A. Miasnikov
- Center for the Neurobiology of Learning and Memory, Department of Neurobiology and Behavior, University of California, Irvine, CA 92697-3800, United States
| | - Jemmy C. Chen
- Center for the Neurobiology of Learning and Memory, Department of Neurobiology and Behavior, University of California, Irvine, CA 92697-3800, United States
| | - Norman M. Weinberger
- Center for the Neurobiology of Learning and Memory, Department of Neurobiology and Behavior, University of California, Irvine, CA 92697-3800, United States
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Abstract
It is well established that the cerebellum and its associated circuitry are essential for classical conditioning of the eyeblink response and other discrete motor responses (e.g., limb flexion, head turn, etc.) learned with an aversive unconditioned stimulus. However, brain mechanisms underlying extinction of these responses are still relatively unclear. Behavioral studies have demonstrated extinction to be an active learning process distinct from acquisition. Accordingly, this current understanding of extinction has guided neural studies that have tried to identify possible brain structures that could support this new learning. However, whether extinction engages the same brain sites necessary for acquisition is not yet clear. This poses an overriding problem for understanding brain mechanisms necessary for extinction because such analysis cannot be done without first identifying brain sites and pathways involved in this phenomenon. Equally elusive is the validity of a behavioral theory of extinction that can account for the properties of extinction. In this study, we looked at the involvement of the interpositus and the red nucleus in extinction. Results show that, although inactivation of both nuclei blocks response expression, only inactivation of the interpositus has a detrimental effect on extinction. Moreover, this detrimental effect was completely removed when inactivation of the interpositus was paired with electrical stimulation of the red nucleus. These findings speak to the important role of cerebellar structures in the extinction of discrete motor responses and provide important insight as to the validity of a particular theory of extinction.
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Poulos AM, Thompson RF. Timing of conditioned responses utilizing electrical stimulation in the region of the interpositus nucleus as a CS. ACTA ACUST UNITED AC 2005; 39:83-94. [PMID: 15759596 DOI: 10.1007/bf02734274] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A large body of evidence indicates that the cerebellum is essential for the acquisition, retention, and expression of the standard delay conditioned eyeblink response and that the basic memory trace appears to be established in the anterior interpositus nucleus (IP). Adaptive timing of the conditioned response (CR) is a prominent feature of classical conditioning-the CR peaks at the time of onset of the unconditioned stimulus (US) over a wide range of CS-US interstimulus intervals (ISI). A key issue is whether this timing is established by the cerebellar circuitry or prior to the cerebellum. In this study timing of conditioned eyeblink responses established via electrical stimulation of the interpositus nucleus as a conditioned stimulus (CS) was analyzed prior to and following modification of the CS-US interval in well-trained rabbits. Consistent with previous results, learning under these conditions is very rapid and robust. The CR peak eyeblink latencies are initially timed to the US onset and adjust accordingly to lengthening or shortening of the CS-US interval, just as with peripheral CSs. The acquisition of conditioned eyeblink responses by direct electrical stimulation of the IP as a CS thus retains temporal flexibility following shifts in the CS-US delay, as found in standard classical eyeblink conditioning procedures.
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Affiliation(s)
- Andrew M Poulos
- Neuroscience Program, University of Southern California, Los Angeles, CA 90082-2520, USA
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Abstract
The key issue in analyzing brain substrates of memory is the nature of memory traces, how memories are formed, stored, and retrieved in the brain. In order to analyze mechanisms of memory formation it is first necessary to find the loci of memory storage, the classic problem of localization. Various approaches to this issue are reviewed. A particular strategy is proposed that involves a number of different techniques (electrophysiological recording, lesions, electrical stimulation, pathway tracing) to identify the essential memory trace circuit for a given form of learning and memory. The methods of reversible inactivation can be used to localize the memory traces within this circuit. Using classical conditioning of eye blink and other discrete responses as a model system, the essential memory trace circuit is identified, the basic memory trace is localized (to the cerebellum), and putative higher-order memory traces are characterized in the hippocampus.
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Affiliation(s)
- Richard F Thompson
- Neuroscience Program, University of Southern California, Los Angeles, CA 90089-2520, USA.
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Abstract
Evidence to date supports the strong conclusion that the cerebellum learns. Classical conditioning of the eyeblink response is critically dependent upon the cerebellum. The issue addressed here is whether cerebellar cortex or deep nuclei form the basic association. Learning occurs with large cerebellar cortical aspirations in rabbits and with a Purkinje-cell-deficient mutation in mice. The learned response is poorly timed, small in amplitude, and inconsistent in its occurrence. Learning nevertheless occurs. Lesions of the interpositus, on the other hand, prevent new learning and abolish previously learned conditioned responses. Small electrolytic lesions, kainic acid lesions, and temporary inactivation (cooling, muscimol, anisomycin) localize learning to the dorsolateral anterior interpositus nucleus. Learning-related unit activity-the signature of the engram-recorded throughout the brain depends on the interpositus. Electrical stimulation of interpositus afferents are needed for conditioning, and the conditioned interpositus has a lowered threshold. Finally, a recent anatomical study with electron microscopy shows synaptic changes in the excitatory inputs to the interpositus with conditioning. The interpositus is responsible for making the basic association between conditioned and unconditioned stimuli, which in turn allows ancillary learning to occur in cerebellar cortex, and possibly brainstem and forebrain.
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Affiliation(s)
- David G Lavond
- Department of Psychology and Neuroscience Program, University of Southern California, Los Angeles, California 90089-2520, USA.
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Hardiman MJ, Yeo CH. The Effect of Kainic Acid Lesions of the Cerebellar Cortex on the Conditioned Nictitating Membrane Response in the Rabbit. Eur J Neurosci 2002; 4:966-980. [PMID: 12106432 DOI: 10.1111/j.1460-9568.1992.tb00123.x] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
In previous studies we have shown that aspiration lesions centred on lobule HVI in the cerebellar cortex of rabbits produce a profound loss of conditioned nictitating membrane (NM) responses. Because aspiration lesions of the cerebellar cortex cause retrograde degeneration in precerebellar nuclei we tested in rabbits whether excitotoxic lesions of the cerebellar cortex that spare these precerebellar nuclei also cause a loss of conditioned NM responses. Following discrete injections of kainic acid into HVI and rostral regions of the adjacent folia of crus I and crus II, we observed an immediate loss of conditioned NM responses. Following extensive retraining several subjects showed a gradual recovery of conditioned responses. But subjects with the most complete lesions never recovered more than a few conditioned responses. Kainic acid lesions did not change ipsilateral unconditioned reflex responses to a range of stimulus intensities. The kainic acid injections caused obvious degeneration of Purkinje and granule cells but not of the precerebellar nuclei. We conclude that HVI and parts of crus I and crus II are essential for normal retention of conditioned NM responses.
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Affiliation(s)
- M. J. Hardiman
- Neuroscience and Behaviour Group, Department of Anatomy and Developmental Biology, University College London, Gower Street, London WC1E 6BT, UK
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Voneida TJ. The effect of brachium conjunctivum transection on a conditioned limb response in the cat. Behav Brain Res 2000; 109:167-75. [PMID: 10762686 DOI: 10.1016/s0166-4328(99)00169-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Seven cats were trained to perform a forelimb conditioned response to a paired tone conditioned stimulus (CS)/shock unconditioned stimulus (UCS). Brachium conjunctivum section ipsilateral to the trained limb was carried out following criterion conditioned response (CR) performance. Lesion sites were identified histologically and further confirmed by observation of cellular changes in the dentate and interpositus nuclei ipsilateral to the section. The brachium conjunctivum was found to have been sectioned in four of the seven subjects. Each of these animals demonstrated a total or near-total loss of the CR. Extended postoperative training resulted in no increase in CR performance levels. The unconditioned response (UCR) remained unaffected, as did limb placing, accuracy of striking at moving objects, grooming, running and walking. The results are discussed in the context of an earlier report by McCormick et al. [Bull Psychonom Soc 1981;18:103-5], in which section of the superior cerebellar peduncle was found to abolish a conditioned nictitating membrane response in the rabbit. Taken together, they support the contention of Lavond [Annu Rev Psychol 1993;44:317-42], Thompson [In: Sprague JM, Epstein AN, editors. Progress in Psychobiology and Physiological Psychology. New York: Academic Press 1983, pp. 167-96], Yeo et al. [Behav Brain Res 1984;13:261-66; Exp Brain Res 1985;60:87-98; Exp Brain Res 1985;60:99-113; Exp Brain Res 1992;88:623-38.] and others that the cerebellum represents a critical site for acquisition and retention of a conditioned memory trace.
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Affiliation(s)
- T J Voneida
- Department of Neurobiology, Northeastern Ohio Universities, College of Medicine, PO Box 95, Rootstown, OH 44272, USA.
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Abstract
We have used aspiration and electrolytic lesions to investigate the contributions of cerebellar cortex to the acquisition and expression of conditioned eyelid responses. We show that lesions of the anterior lobe of rabbit cerebellar cortex disrupt the timing of previously learned conditioned eyelid responses. These short-latency responses were used as an indication that the cerebellar cortex was sufficiently damaged and that the underlying pathways necessary for the expression of responses were sufficiently intact to support responses. Rabbits were subsequently trained for 15 daily sessions using a new conditioned stimulus. Whereas rabbits in which lesions had no significant effect on response timing showed rapid acquisition of appropriately timed eyelid responses to the new conditioned stimulus, animals with lesions that disrupt timing showed no significant increases in either amplitude or probability of responses. Histological analysis suggests that damage to the anterior lobe of the cerebellar cortex is necessary and sufficient to abolish timing and prevent acquisition. These data indicate that the cerebellar cortex is necessary for the acquisition of conditioned eyelid responses and are consistent with the hypotheses that (1) eyelid conditioning results in plasticity in both the anterior lobe of the cerebellar cortex and in the anterior interpositus nucleus and (2) induction of plasticity in the interpositus requires intact input from the cerebellar cortex.
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Abstract
Five cats were trained to perform a forelimb conditioned response to a paired tone CS/shock UCS. Rubrospinal tract section ipsilateral to the trained limb was carried out following criterion CR performance. Lesion sites were identified histologically and further confirmed by observation of cellular changes in the red nucleus contralateral to the trained limb. Tractotomy resulted in total or near-total loss of the CR. Prolonged postoperative training resulted in no increase in CR performance levels. The UCR remained unaffected, as did limb placing, accuracy of striking at moving objects, grooming, running and walking. Training of the opposite limb in two subjects resulted in mean scores of 90 and 85% within three sessions. Control lesions in those subjects resulted in no changes in CR performance scores. The red nucleus receives a substantial input from sensorimotor cortex and cerebellum, both of which have been shown to represent essential parts of the brain circuitry involved in associative learning and memory. Since pyramidotomy has no effect on limb CR performance [Vonedia TJ. Exp Neurol 1976;19:483-493], the possible role of the red nucleus/rubrospinal tract is discussed in terms of a critical trigger area for the expression of a learned motor response.
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Affiliation(s)
- T J Voneida
- Department of Neurobiology, Northeastern Ohio Universities, College of Medicine, Rootstown 44272, USA.
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Swain RA, Shinkman PG, Thompson JK, Grethe JS, Thompson RF. Essential neuronal pathways for reflex and conditioned response initiation in an intracerebellar stimulation paradigm and the impact of unconditioned stimulus preexposure on learning rate. Neurobiol Learn Mem 1999; 71:167-93. [PMID: 10082638 DOI: 10.1006/nlme.1998.3872] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
It has been demonstrated previously that pairing of tone CS and intracerebellar stimulation of lobule HVI white matter as the US produces conditioning that is robust and in many ways similar to that obtained with an airpuff US. The first study in this report addressed the effect of interpositus lesions on conditioned performance in rabbits trained with white matter stimulation as the US. It was found that interpositus lesions effectively eliminated the CR irrespective of the behavioral response measured. In addition, it was shown that the interpositus lesions also abolished the UR, providing strong evidence that the effects of the electrical stimulation were confined to the cerebellum and did not require the activation of brainstem structures. The second experiment examined performance on US-alone trials of varying durations. Response initiation within 100 ms of the US onset, regardless of US duration, indicated that reflex generation could not be due to rebound excitation of the interpositus following termination of Purkinje cell inhibition of that structure but instead likely reflects orthodromic activation of interpositus neurons via climbing fiber and/or mossy fiber collaterals. The impact of US preexposure on associative conditioning in this paradigm was also determined. Animals which received only 108 US-alone trials were massively impaired during subsequent training compared to rabbits that received fewer than 12 US-alone trials.
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Affiliation(s)
- R A Swain
- University of Southern California, Los Angeles, California 90007, USA
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Thompson RF, Thompson JK, Kim JJ, Krupa DJ, Shinkman PG. The nature of reinforcement in cerebellar learning. Neurobiol Learn Mem 1998; 70:150-76. [PMID: 9753594 DOI: 10.1006/nlme.1998.3845] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In a now classic study, W. J. Brogden and W. H. Gantt (1942, American Journal of Physiology, 119, 277-278) demonstrated that movements (limbs, head, eyelid) elicited by direct electrical stimulation of certain regions of the cerebellum (particularly the ansiform lobe) could be trained to respond to neutral auditory or visual conditioned stimuli with appropriate pairing. In recent work we have replicated these results in detail and presented considerable evidence that the reinforcing or "teaching" pathway so activated for the learning of discrete movements is the inferior olive-climbing fiber projection system to the cerebellum. Very strong evidence now indicates that the memory traces for this "skilled response" learning are formed and stored in the cerebellum. The climbing fiber system and inhibitory pathway from the interpositus nucleus to the inferior olive appear to form a neural instantiation of the Resorla-Wagner formulation of classical conditioning and accounts for the "cognitive" phenomenon of blocking. It is concluded that reinforcement in this form of learning is not due simply to contiguity/contingency or to unconditioned stimulus aversiveness, per se, but rather to activation of a particular brain circuit, here the climbing fiber system, a circumstance that may apply to other forms of learning, with other reinforcement circuits, as well.
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Affiliation(s)
- R F Thompson
- Program in Neuroscience, University of Southern California, 3614 Watt Way, Los Angeles, California 90089-2520, USA
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Vertebrate Models of Learning and Memory. Neurobiol Learn Mem 1998. [DOI: 10.1016/b978-012475655-7/50009-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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Thompson RF, Bao S, Chen L, Cipriano BD, Grethe JS, Kim JJ, Thompson JK, Tracy JA, Weninger MS, Krupa DJ. Associative learning. INTERNATIONAL REVIEW OF NEUROBIOLOGY 1997; 41:151-89. [PMID: 9378587 DOI: 10.1016/s0074-7742(08)60351-7] [Citation(s) in RCA: 125] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
This chapter reviews evidence demonstrating the essential role of the cerebellum and its associated circuitry in the learning and memory of classical conditioning of discrete behavioral responses (e.g., eyeblink, limb flexion, head turn). It now seems conclusive that the memory traces for this basic category of associative learning are formed and stored in the cerebellum. Lesion, neuronal recording, electrical microstimulation, and anatomical procedures have been used to identify the essential conditioned stimulus (CS) circuit, including the pontine mossy fiber projections to the cerebellum; the essential unconditioned stimulus (US) reinforcing or teaching circuit, including neurons in the inferior olive (dorsal accessory olive) projecting to the cerebellum as climbing fibers; and the essential conditioned response (CR) circuit, including the interpositus nucleus, its projection via the superior cerebellar peduncle to the magnocellular red nucleus, and rubral projections to premotor and motor nuclei. Each major component of the eyeblink CR circuit was reversibly inactivated both in trained animals and over the course of training. In all cases in trained animals, inactivation abolished the CR (and the UR as well when motor nuclei were inactivated). When animals were trained during inactivation (and not exhibiting CRs) and then tested without inactivation, animals with inactivation of the motor nuclei, red nucleus, and superior peduncle had fully learned, whereas animals with inactivation of a very localized region of the cerebellum (anterior interpositus and overlying cortex) had not learned at all. Consequently, the memory traces are formed and stored in the cerebellum. Several alternative possibilities are considered and ruled out. Both the cerebellar cortex and the interpositus nucleus are involved in the memory storage process, suggesting that a phenomenon-like long-term depression (LTD) is involved in the cerebellar cortex and long-term potentiation (LTP) is involved in the interpositus. The experimental findings reviewed in this chapter provide perhaps the first conclusive evidence for the localization of a basic form of memory storage to a particular brain region, namely the cerebellum, and indicate that the cerebellum is indeed a cognitive machine.
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Affiliation(s)
- R F Thompson
- Neuroscience Program, University of Southern California, Los Angeles 90089, USA
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Krupa DJ, Thompson RF. Inactivation of the superior cerebellar peduncle blocks expression but not acquisition of the rabbit's classically conditioned eye-blink response. Proc Natl Acad Sci U S A 1995; 92:5097-101. [PMID: 7761454 PMCID: PMC41855 DOI: 10.1073/pnas.92.11.5097] [Citation(s) in RCA: 65] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
The localization of sites of memory formation within the mammalian brain has proven to be a formidable task even for simple forms of learning and memory. Recent studies have demonstrated that reversibly inactivating a localized region of cerebellum, including the dorsal anterior interpositus nucleus, completely prevents acquisition of the conditioned eye-blink response with no effect upon subsequent learning without inactivation. This result indicates that the memory trace for this type of learning is located either (i) within this inactivated region of cerebellum or (ii) within some structure(s) efferent from the cerebellum to which output from the interpositus nucleus ultimately projects. To distinguish between these possibilities, two groups of rabbits were conditioned (by using two conditioning stimuli) while the output fibers of the interpositus (the superior cerebellar peduncle) were reversibly blocked with microinjections of the sodium channel blocker tetrodotoxin. Rabbits performed no conditioned responses during this inactivation training. However, training after inactivation revealed that the rabbits (trained with either conditioned stimulus) had fully learned the response during the previous inactivation training. Cerebellar output, therefore, does not appear to be essential for acquisition of the learned response. This result, coupled with the fact that inactivation of the appropriate region of cerebellum completely prevents learning, provides compelling evidence supporting the hypothesis that the essential memory trace for the classically conditioned eye-blink response is localized within the cerebellum.
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Affiliation(s)
- D J Krupa
- Neurosciences Program, University of Southern California, Los Angeles 90089-2520, USA
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Anderson BJ, Steinmetz JE. Cerebellar and brainstem circuits involved in classical eyeblink conditioning. Rev Neurosci 1994; 5:251-73. [PMID: 7889216 DOI: 10.1515/revneuro.1994.5.3.251] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Model systems are one useful strategy for the investigation of the mechanisms of learning. Whereas mammalian model systems generally do not offer the ease of identifying circuitry and exploring cellular mechanisms of learning that is realized with invertebrate preparations /37,97/, research involving the rabbit classical eyeblink conditioning paradigm has now reached the state at which much of the basic conditioning neural circuit appears to have been identified /9,65,66,85,89,91/. Despite a dispute as to precisely where in the circuitry convergence of the associated stimuli may occur, there is substantial evidence identifying the stimulus input pathways and motor output pathway. The present summary of this research details these paths. In addition, the proposed sites of convergence of the conditioning stimuli are discussed. Finally, a hypothesized neural circuit responsible for classical eyeblink conditioning is presented along with some suggestions for future research directions.
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Affiliation(s)
- B J Anderson
- Department of Psychology, Indiana University, Bloomington 47405
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Abstract
The localization of sites of memory formation within the brain has proven to be a formidable task even for simple forms of learning and memory. In order to localize a particular site of memory formation within the brain, the rabbit eyeblink response was classically conditioned while regions of the cerebellum or red nucleus were temporarily inactivated by microinfusions of the gamma-aminobutyric acid agonist muscimol. Cerebellar inactivation completely blocked learning but had no effect on subsequent learning after inactivation, whereas red nucleus inactivation did not prevent learning but did block the expression of conditioned responses. The site of memory formation for this learned response thus appears to be localized within the cerebellum.
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Affiliation(s)
- D J Krupa
- Neurosciences Program, University of Southern California, Los Angeles 90089
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Sears LL, Steinmetz JE. Dorsal accessory inferior olive activity diminishes during acquisition of the rabbit classically conditioned eyelid response. Brain Res 1991; 545:114-22. [PMID: 1860037 DOI: 10.1016/0006-8993(91)91276-7] [Citation(s) in RCA: 179] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Eight rabbits were implanted with chronic recording electrodes in the rostromedial region of the dorsal accessory inferior olive (DAO). Multiple-unit DAO activity was recorded during 5 training sessions consisting of paired tone conditioned stimulus (CS) and air puff unconditioned stimulus (US) trials. Initially, the air puff US produced a large somatosensory-evoked response in the DAO during the paired CS-US presentations. As percent CRs increased across sessions, however, the DAO activity on paired trials decreased dramatically. In contrast, there were no significant decreases in DAO activity on US-alone trials presented at the end of each paired conditioning session. These results suggest that an associative process suppresses DAO activity during classical eyelid conditioning. Possible mechanisms of DAO inhibition and its involvement as part of the US 'reinforcement' pathway are discussed.
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Affiliation(s)
- L L Sears
- Department of Psychology, Indiana University, Bloomington, IN 47405
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Bartha GT, Thompson RF, Gluck MA. Sensorimotor Learning and the Cerebellum. RESEARCH NOTES IN NEURAL COMPUTING 1991. [DOI: 10.1007/978-3-642-84545-1_25] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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Abstract
Evidence supports the view that "memory traces" are formed in the hippocampus and in the cerebellum in classical conditioning of discrete behavioral responses (e.g. eyeblink conditioning). In the hippocampus, learning results in long-lasting increases in excitability of pyramidal neurons that appear to be localized to these neurons (i.e. changes in membrane properties and receptor function). However, these learning-altered pyramidal neurons are distributed widely throughout CA3 and CA1. Although it plays a key role in certain aspects of classical conditioning, the hippocampus is not necessary for learning and memory of the basic conditioned responses. The cerebellum and its associated brain stem circuitry, on the other hand, does appear to be essential (necessary and sufficient) for learning and memory of the conditioned response. Evidence to date is most consistent with a localized trace in the interpositus nucleus and multiple localized traces in cerebellar cortex, each involving relatively large ensembles of neurons. Perhaps "procedural" memory traces are relatively localized and "declarative" traces more widely distributed.
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Affiliation(s)
- R F Thompson
- University of Southern California, Department of Psychology, Los Angeles 90089-2520
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Chapman PF, Steinmetz JE, Sears LL, Thompson RF. Effects of lidocaine injection in the interpositus nucleus and red nucleus on conditioned behavioral and neuronal responses. Brain Res 1990; 537:149-56. [PMID: 2085770 DOI: 10.1016/0006-8993(90)90351-b] [Citation(s) in RCA: 66] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The role of the cerebellum and the red nucleus in the conditioned eyeblink response was assessed, using a combination of reversible lesions and multiple-unit extracellular recording in the awake, behaving rabbit. Lesion, recording, and stimulation experiments have indicated that both of these structures are involved in the performance of learned skeletal muscle responses. The present study sought to distinguish the relative contributions of the interpositus nucleus and the red nucleus to the expression of the learned response by recording behavior-related multiple unit activity in one structure while reversibly inactivating the other via injections of local anesthetic. Results indicate that inactivating either the interpositus or the red nucleus temporarily abolishes the learned eyeblink response. Injection of lidocaine into the interpositus also abolishes the neuronal unit model of the conditioned response in the red nucleus, while injection into the red nucleus does not affect the model in the interpositus. These results are consistent with the hypothesis that the red nucleus acts as a relay for motor commands from the cerebellum, and that the plasticity that generates conditioned responses occurs in the cerebellum or an afferent structure.
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Affiliation(s)
- P F Chapman
- Department of Psychology, University of Minnesota, Minneapolis 55455
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Woodruff-Pak DS, Logan CG, Thompson RF. Neurobiological substrates of classical conditioning across the life span. Ann N Y Acad Sci 1990; 608:150-73; discussion 174-8. [PMID: 2075952 DOI: 10.1111/j.1749-6632.1990.tb48896.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- D S Woodruff-Pak
- Department of Psychology, Temple University, Philadelphia, Pennsylvania 19122
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Thompson RF. Neural mechanisms of classical conditioning in mammals. Philos Trans R Soc Lond B Biol Sci 1990; 329:161-70. [PMID: 1978361 DOI: 10.1098/rstb.1990.0161] [Citation(s) in RCA: 170] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Evidence supports the view that 'memory traces' are formed in the hippocampus and in the cerebellum in classical conditioning of discrete behavioural responses. In the hippocampus learning results in long-lasting increases in excitability of pyramidal neurons that resemble the phenomenon of long-term potentiation. Although it plays a role in certain aspects of conditioning, the hippocampus is not necessary for learning and memory of the basic conditioned responses. The cerebellum and its associated brain-stem circuitry, on the other hand, does appear to be essential (necessary and sufficient) for learning and memory of the conditioned response. Evidence to date supports the view that mossy fibre convey conditioned stimulus information and that climbing fibres conveys the critical 'reinforcement' information to the cerebellum and that 'memory traces' appear to be formed in cerebellar cortex and interpositus nucleus.
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Affiliation(s)
- R F Thompson
- Department of Psychology, University of Southern California, Los Angeles 90089-2520
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Steinmetz JE. Classical nictitating membrane conditioning in rabbits with varying interstimulus intervals and direct activation of cerebellar mossy fibers as the CS. Behav Brain Res 1990; 38:97-108. [PMID: 2363838 DOI: 10.1016/0166-4328(90)90008-3] [Citation(s) in RCA: 80] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The rate and level of classical nictitating membrane (NM)/eyelid conditioning in rabbits established by pairing a pontine nucleus stimulation conditioned stimulus (CS) with an air puff unconditioned stimulus (US) were studied at 6 interstimulus intervals (ISIs). Similar to earlier studies which used peripheral CSs, an inverted U-shaped function relating ISI and conditioning was generated. Interstimulus intervals of 250 and 500 ms produced the highest levels of conditioning, 100, 1000 and 2000 ms ISIs resulted in lower levels of conditioning, and no conditioning was established with a 50 ms ISI. These results demonstrate that a normal ISI function can be established when direct activation of cerebellar mossy fibers is used as a CS instead of conventional peripheral CSs.
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Affiliation(s)
- J E Steinmetz
- Department of Psychology, Indiana University, Bloomington 47405
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Some Relationships Between a Computational Model (Sop) and a Neural Circuit for Pavlovian (Rabbit Eyeblink) Conditioning. PSYCHOLOGY OF LEARNING AND MOTIVATION 1989. [DOI: 10.1016/s0079-7421(08)60111-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2023]
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