1
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Crystal JD. Mental time travel in the rat. Philos Trans R Soc Lond B Biol Sci 2024; 379:20230404. [PMID: 39278253 PMCID: PMC11449164 DOI: 10.1098/rstb.2023.0404] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 04/20/2024] [Accepted: 05/01/2024] [Indexed: 09/18/2024] Open
Abstract
I outline the perspective that searching the contents of memory is a form of mental time travel (MTT) in non-humans that is relatively tractable because it focuses on the contents of memory. I propose that an animal model of MTT requires three elements: (i) the animal remembers multiple events using episodic memory, (ii) the order of events in time is included in the representation, and (iii) the sequence of events can be searched to find a target that occurred at a particular time. I review experiments suggesting that rats represent multiple items in episodic memory (element 1) in order of occurrence (element 2) and engage in memory replay to search representations in episodic memory in sequential order to find information at particular points in the sequence (element 3). The cognitive building blocks needed for MTT may be quite old in the evolutionary timescale.This article is part of the theme issue 'Elements of episodic memory: lessons from 40 years of research'.
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Affiliation(s)
- Jonathon D Crystal
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10TH ST, Bloomington, IN 47405-7007, USA
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2
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Boyle A, Blomkvist A. Elements of episodic memory: insights from artificial agents. Philos Trans R Soc Lond B Biol Sci 2024; 379:20230416. [PMID: 39278254 PMCID: PMC11449156 DOI: 10.1098/rstb.2023.0416] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 05/08/2024] [Accepted: 05/23/2024] [Indexed: 09/18/2024] Open
Abstract
Many recent artificial intelligence (AI) systems take inspiration from biological episodic memory. Here, we ask how these 'episodic-inspired' AI systems might inform our understanding of biological episodic memory. We discuss work showing that these systems implement some key features of episodic memory while differing in important respects and appear to enjoy behavioural advantages in the domains of strategic decision-making, fast learning, navigation, exploration and acting over temporal distance. We propose that these systems could be used to evaluate competing theories of episodic memory's operations and function. However, further work is needed to validate them as models of episodic memory and isolate the contributions of their memory systems to their behaviour. More immediately, we propose that these systems have a role to play in directing episodic memory research by highlighting novel or neglected hypotheses as pursuit-worthy. In this vein, we propose that the evidence reviewed here highlights two pursuit-worthy hypotheses about episodic memory's function: that it plays a role in planning that is independent of future-oriented simulation, and that it is adaptive in virtue of its contributions to fast learning in novel, sparse-reward environments. This article is part of the theme issue 'Elements of episodic memory: lessons from 40 years of research'.
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Affiliation(s)
- Alexandria Boyle
- London School of Economics and Political Science, LondonWC2A 2AE, UK
- CIFAR Azrieli Global Scholars Programme, Toronto, ONM5G 1M1, Canada
| | - Andrea Blomkvist
- London School of Economics and Political Science, LondonWC2A 2AE, UK
- University of Glasgow, GlasgowG12 8QQ, UK
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3
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Davies JR, Clayton NS. Is episodic-like memory like episodic memory? Philos Trans R Soc Lond B Biol Sci 2024; 379:20230397. [PMID: 39278246 PMCID: PMC11449162 DOI: 10.1098/rstb.2023.0397] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 03/15/2024] [Accepted: 03/22/2024] [Indexed: 09/18/2024] Open
Abstract
Episodic memory involves the conscious recollection of personally experienced events and when absent, results in profound losses to the typical human conscious experience. Over the last 2.5 decades, the debate surrounding whether episodic memory is unique to humans has seen a lot of controversy and accordingly has received significant research attention. Various behavioural paradigms have been developed to test episodic-like memory; a term designed to reflect the behavioural characteristics of episodic memory in the absence of evidence for consciously experienced recall. In this review, we first outline the most influential paradigms that have been developed to assess episodic-like memory across a variety of non-human taxa (including mammals, birds and cephalopods), namely the what-where-when memory, incidental encoding and unexpected question, and source memory paradigms. Then, we examine whether various key features of human episodic memory are conceptually represented in episodic-like memory across phylogenetically and neurologically diverse taxa, identifying similarities, differences and gaps in the literature. We conclude that the evidence is mixed, and as episodic memory encompasses a variety of cognitive structures and processes, research on episodic-like memory in non-humans should follow this multifaceted approach and assess evidence across various behavioural paradigms that each target different aspects of human episodic memory.This article is part of the theme issue 'Elements of episodic memory: lessons from 40 years of research'.
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Affiliation(s)
- James R Davies
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
| | - Nicola S Clayton
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
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Van Woerkum B, Barrett L. Anthropofabrication and the redressing of memory: an embodied approach to comparative cognition. Philos Trans R Soc Lond B Biol Sci 2024; 379:20230145. [PMID: 39155716 DOI: 10.1098/rstb.2023.0145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 11/18/2023] [Accepted: 11/20/2023] [Indexed: 08/20/2024] Open
Abstract
On what basis do researchers posit that humans and other animals share cognitive capacities? We argue that such claims are not based on inherent, pre-existing similarities, but rather emerge through a two-step process, which we will call 'anthropofabrication'. In the initial stage, embodied action-based strategies and environmental context in human studies are ignored owing to the need for measurement and quantification. Consequently, cognitive terms become disconnected from the context to which we apply them, and human classificatory cognitive terms are transformed into broad explanatory terms, assumed to be 'species-neutral'. The second phase entails translating and applying these generalized explanatory terms to specific nonverbal animals in ways that serve to further cloak differences between animals and other species. Here, again, researchers selectively discard contextual information to facilitate the comparison with humans. To limit anthropofabrication, we should (re)acknowledge that cognitive abilities are not species-neutral and cannot be detached from embodied action, perception and their context of occurrence. We illustrate our points about anthropofabrication using the example of memory research. This article is part of the theme issue 'Minds in movement: embodied cognition in the age of artificial intelligence'.
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Affiliation(s)
- Bas Van Woerkum
- Faculty of Philosophy, Radboud University , Nijmegen 6525 XZ, The Netherlands
| | - Louise Barrett
- Department of Psychology, University of Lethbridge , Lethbridge, Alberta T1K 4R3, Canada
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5
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Boyle A, Brown SAB. Why might animals remember? A functional framework for episodic memory research in comparative psychology. Learn Behav 2024:10.3758/s13420-024-00645-0. [PMID: 39289293 DOI: 10.3758/s13420-024-00645-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/23/2024] [Indexed: 09/19/2024]
Abstract
One of Clayton's major contributions to our understanding of animal minds has been her work on episodic-like memory. A central reason for the success of this work was its focus on ecological validity: rather than looking for episodic memory for arbitrary stimuli in artificial contexts, focussing on contexts in which episodic memory would serve a biological function such as food caching. This review aims to deepen this insight by surveying the numerous functions that have been proposed for episodic memory, articulating a philosophically grounded framework for understanding what exactly functions are, and drawing on these to make suggestions for future directions in the comparative cognitive psychology of episodic memory. Our review suggests four key insights. First, episodic memory may have more than one function and may have different functions in different species. Second, cross-disciplinary work is key to developing a functional account of episodic memory. Third, there is scope for further theoretical elaboration of proposals relating episodic memory to food caching and, in particular, future-oriented cognition. Finally, learning-related functions suggested by AI (artificial intelligence)-based models are a fruitful avenue for future behavioural research.
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Affiliation(s)
- Alexandria Boyle
- London School of Economics and Political Science, London, UK.
- CIFAR Azrieli Global Scholars Program, London, UK.
| | - Simon A B Brown
- London School of Economics and Political Science, London, UK
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Crystal JD. Comparative cognition: Free-living birds remember things past. Curr Biol 2024; 34:R772-R774. [PMID: 39163836 DOI: 10.1016/j.cub.2024.07.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/22/2024]
Abstract
New research suggests that free-living blue and great tits remember foraging, including food type, location, and time since eating, even when event details were not known to be relevant for a subsequent assessment of memory, implicating the use of episodic memory in natural behavior.
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Affiliation(s)
- Jonathon D Crystal
- Department of Psychological and Brain Sciences, Indiana University, 1101 E. 10th Street, Bloomington, IN 47405-7007, USA.
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Davies JR, Keuneke LS, Clayton NS, Davidson GL. Episodic-like memory in wild free-living blue tits and great tits. Curr Biol 2024; 34:3593-3602.e5. [PMID: 38964317 DOI: 10.1016/j.cub.2024.06.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 05/23/2024] [Accepted: 06/10/2024] [Indexed: 07/06/2024]
Abstract
Episodic-like memory in non-human animals represents the behavioral characteristics of human episodic memory-the ability to mentally travel backward in time to "re-live" past experiences. A focus on traditional model species of episodic-like memory may overlook taxa possessing this cognitive ability and consequently its evolution across species. Experiments conducted in the wild have the potential to broaden the scope of episodic-like memory research under the natural conditions in which they evolved. We combine two distinct yet complementary episodic-like memory tasks (the what-where-when memory and incidental encoding paradigms), each targeting a different aspect of human episodic memory, namely the content (what-where-when) and process (incidental encoding), to comprehensively test the memory abilities of wild, free-living, non-caching blue tits (Cyanistes caeruleus) and great tits (Parus major). Automated feeders with custom-built programs allowed for experimental manipulation of spatiotemporal experiences on an individual-level basis. In the what-where-when memory experiment, after learning individualized temporal feeder rules, the birds demonstrated their ability to recall the "what" (food type), "where" (feeder location), and "when" (time since their initial visit of the day) of previous foraging experiences. In the incidental encoding experiment, the birds showed that they were able to encode and recall incidental spatial information regarding previous foraging experiences ("where" test), and juveniles, but not adults, were also able to recall incidentally encoded visual information ("which" test). Consequently, this study presents multiple lines of converging evidence for episodic-like memory in a wild population of generalist foragers, suggesting that episodic-like memory may be more taxonomically widespread than previously assumed.
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Affiliation(s)
- James R Davies
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK.
| | - Lasse S Keuneke
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK; Institute for Experimental Epileptology and Cognition Research, University of Bonn, Bonn 53127, Germany
| | - Nicola S Clayton
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
| | - Gabrielle L Davidson
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK; School of Biological Sciences, University of East Anglia, Norwich NR4 7TJ, UK.
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Sheridan CL, Panoz-Brown D, Shiffrin RM, Crystal JD. Validation of a rodent model of episodic memory replay. Learn Behav 2024:10.3758/s13420-024-00632-5. [PMID: 39020162 DOI: 10.3758/s13420-024-00632-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/12/2024] [Indexed: 07/19/2024]
Abstract
Vivid episodic memories in humans have been described as the replay of the flow of past events in sequential order. Recently, Panoz-Brown et al. Current Biology, 28, 1628-1634, (2018) developed an olfactory memory task in which rats were presented with a list of trial-unique odors in an encoding context; next, in a distinctive memory assessment context, the rats were rewarded for choosing the second to last item from the list while avoiding other items from the list. In a different memory assessment context, the fourth to last item was rewarded. According to the episodic memory replay hypothesis, the rat remembers the list items and searches these items to find the item at the targeted locations in the list. However, events presented sequentially differ in memory trace strength, allowing a rat to use the relative familiarity of the memory traces, instead of episodic memory replay, to solve the task. Here, we directly manipulated memory trace strength by manipulating the odor intensity of target odors in both the list presentation and memory assessment. The rats relied on episodic memory replay to solve the memory assessment in conditions in which reliance on memory trace strength is ruled out. We conclude that rats are able to replay episodic memories.
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Affiliation(s)
- Cassandra L Sheridan
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10TH St., Bloomington, IN, 47405, USA
| | - Danielle Panoz-Brown
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10TH St., Bloomington, IN, 47405, USA
| | - Richard M Shiffrin
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10TH St., Bloomington, IN, 47405, USA
| | - Jonathon D Crystal
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10TH St., Bloomington, IN, 47405, USA.
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Zeng Y, Baciadonna L, Davies JR, Pilenga C, Favaro L, Garcia-Pelegrin E. Bottlenose dolphins ( Tursiops truncatus) display gaze alternation and referential communication in an impossible task. Heliyon 2024; 10:e33192. [PMID: 39005890 PMCID: PMC11239698 DOI: 10.1016/j.heliyon.2024.e33192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 06/13/2024] [Accepted: 06/16/2024] [Indexed: 07/16/2024] Open
Abstract
Gaze cues play a vital role in conveying critical information about objects and locations necessary for survival, such as food sources, predators, and the attentional states of conspecific and heterospecific individuals. During referential intentional communication, the continuous alternation of gaze between a communicative partner and a specific object or point of interest attracts the partner's attention towards the target. This behaviour is considered by many as essential for understanding intentions and is thought to involve mental planning. Here, we investigated the behavioural responses of seven bottlenose dolphins (Tursiops truncatus) that were given an impossible task in the presence of two experimenters (a 'commanding experimenter' and a 'non-commanding experimenter'), whose attentional state towards the dolphins varied. We found that the dolphins spontaneously displayed gaze alternation, specifically triadic referential pointing, only when the human commanding experimenter was facing them. However, they ceased to alternate their gaze between the impossible object and the commanding experimenter when the experimenter had their back turned. Notably, the dolphins' behaviour differed from general pointing and gaze, as their triadic sequence occurred within a narrow time window. These findings suggest that the dolphins were sensitive to human attentional cues and utilized their own gaze cue (pointing) as a salient signal to attract the attention of the commanding experimenter towards a specific location.
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Affiliation(s)
- Ying Zeng
- Department of Psychology, National University of Singapore, Singapore
| | - Luigi Baciadonna
- Institut de Biologie Paris-Seine, Sorbonne University, INSERM, CNRS, Paris, France
- Department of Life Sciences and Systems Biology, University of Turin, Turin, Italy
| | - James R Davies
- Department of Psychology, University of Cambridge, Cambridge, UK
| | | | - Livio Favaro
- Institut de Biologie Paris-Seine, Sorbonne University, INSERM, CNRS, Paris, France
- CIRCE, Centro Interuniversitario per la Ricerca sui Cetacei, University of Siena, Siena, Italy
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Sheridan CL, Lang S, Knappenberger M, Albers C, Loper R, Tillett B, Sanchez J, Wilcox A, Harrison T, Panoz-Brown D, Crystal JD. Replay of incidentally encoded episodic memories in the rat. Curr Biol 2024; 34:641-647.e5. [PMID: 38218186 DOI: 10.1016/j.cub.2023.12.043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/03/2023] [Accepted: 12/13/2023] [Indexed: 01/15/2024]
Abstract
Although events are not always known to be important when they occur, people can remember details about such incidentally encoded information using episodic memory. Importantly, when information is explicitly encoded for use in an expected test of retention (as in most assessments in animals), it is possible that it is used to generate a planned action1,2,3; thus, the remembered action can occur without remembering the earlier episode. By contrast, when a test is unexpected, transforming information into an action plan is unlikely because the importance of the information and the nature of the test are not yet known. Thus, accurate performance in an unexpected test after incidental encoding documents episodic memory.1,2,3,4,5,6,7,8 Here, we present evidence that rats replay episodic memories of incidentally encoded information in an unexpected assessment of memory. In one task,9 rats reported the third-last item in an explicitly encoded list of trial-unique odors. In a second task,10 rats foraged in a radial maze in the absence of odors. On a critical test, rats foraged in the radial maze, but scented lids covered the food. Next, memory of the third-last odor was assessed. All participating rats correctly answered the unexpected question. These results suggest that rats encoded multiple pieces of putatively unimportant information, and later they replayed a stream of episodic memories when that information was needed to solve an unexpected problem. We propose that rats replay episodic memories of incidentally encoded information, which documents a critical aspect of human episodic memory in a non-human animal.
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Affiliation(s)
- Cassandra L Sheridan
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Stephen Lang
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Mya Knappenberger
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Cami Albers
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Ryleigh Loper
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Baily Tillett
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Jonah Sanchez
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Alyssa Wilcox
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Tess Harrison
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Danielle Panoz-Brown
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA
| | - Jonathon D Crystal
- Department of Psychological and Brain Sciences, Indiana University, 1101 E 10(TH) ST, Bloomington, IN 47405-7007, USA.
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Davies JR, Garcia-Pelegrin E. Bottlenose dolphins are sensitive to human attentional features, including eye functionality. Sci Rep 2023; 13:12565. [PMID: 37532744 PMCID: PMC10397197 DOI: 10.1038/s41598-023-39031-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 07/19/2023] [Indexed: 08/04/2023] Open
Abstract
The ability to attribute attentional states to other individuals is a highly adaptive socio-cognitive skill and thus may have evolved in many social species. However, whilst humans excel in this ability, even chimpanzees appear to not accurately understand how visual attention works, particularly in regard to the function of eyes. The complex socio-ecological background and socio-cognitive skill-set of bottlenose dolphins (Tursiops sp.), alongside the specialised training that captive dolphins typically undergo, make them an especially relevant candidate for an investigation into their sensitivity to human attentional states. Therefore, we tested 8 bottlenose dolphins on an object retrieval task. The dolphins were instructed to fetch an object by a trainer under various attentional state conditions involving the trainer's eyes and face orientation: 'not looking', 'half looking', 'eyes open', and 'eyes closed'. As the dolphins showed an increased latency to retrieve the object in conditions where the trainer's head and eyes cued a lack of attention to the dolphin, particularly when comparing 'eyes open' vs 'eyes closed' conditions, we demonstrate that dolphins can be sensitive to human attentional features, namely the functionality of eyes. This study supports growing evidence that dolphins possess highly complex cognitive abilities, particularly those in the social domain.
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Affiliation(s)
- James R Davies
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK.
| | - Elias Garcia-Pelegrin
- Department of Psychology, National University of Singapore, Singapore, 117572, Singapore.
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Social and vocal complexity in bottlenose dolphins. Trends Neurosci 2022; 45:881-883. [PMID: 36404454 DOI: 10.1016/j.tins.2022.09.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 09/28/2022] [Indexed: 11/06/2022]
Abstract
Bottlenose dolphins are highly social, renowned for their vocal flexibility, and possess highly enlarged brains relative to their body size. Here, we discuss some of the defining features of bottlenose dolphin social and vocal complexity and place this in the context of their cognitive evolution.
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Crystal JD. Memory: Dolphins remember incidental events. Curr Biol 2022; 32:R929-R931. [PMID: 36099900 DOI: 10.1016/j.cub.2022.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
A fundamental problem in the evolution of cognition is the search for complex memory systems given the longstanding belief that complex cognition is unique to humans. Along these lines, new research suggests that bottlenose dolphins can answer unexpected questions after encoding information that was seemingly unimportant when it was encountered.
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Affiliation(s)
- Jonathon D Crystal
- Department of Psychological & Brain Sciences, Indiana University, 1101 E 10th Street. Bloomington, IN 47405-7007, USA.
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