Researchers Keep Rejecting Grandmother Cells after Running the Wrong Experiments: The Issue Is How Familiar Stimuli Are Identified
There is widespread agreement in neuroscience and psychology that the visual system identifies objects and faces based on a pattern of activation over many neurons, each neuron being involved in representing many different categories. The hypothesis that the visual system includes finely tuned neuro...
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description | There is widespread agreement in neuroscience and psychology that the visual system identifies objects and faces based on a pattern of activation over many neurons, each neuron being involved in representing many different categories. The hypothesis that the visual system includes finely tuned neurons for specific objects or faces for the sake of identification, so‐called “grandmother cells”, is widely rejected. Here it is argued that the rejection of grandmother cells is premature. Grandmother cells constitute a hypothesis of how familiar visual categories are identified, but the primary evidence against this hypothesis comes from studies that have failed to observe neurons that selectively respond to unfamiliar stimuli. These findings are reviewed and it is shown that they are irrelevant. Neuroscientists need to better understand existing models of face and object identification that include grandmother cells and then compare the selectivity of these units with single neurons responding to stimuli that can be identified.
Grandmother cells constitute a hypothesis of how familiar visual categories are identified, but the primary evidence against them comes from studies that have assessed how neurons respond to unfamiliar visual categories. This review summarizes the existing research and shows that grandmother cells are consistent with current evidence. |
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Grandmother cells constitute a hypothesis of how familiar visual categories are identified, but the primary evidence against them comes from studies that have assessed how neurons respond to unfamiliar visual categories. This review summarizes the existing research and shows that grandmother cells are consistent with current evidence.</description><identifier>ISSN: 0265-9247</identifier><identifier>EISSN: 1521-1878</identifier><identifier>DOI: 10.1002/bies.201800248</identifier><identifier>PMID: 31322760</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>Animals ; Computational Biology ; distributed representations ; Face ; Facial Recognition - physiology ; grandmother cells ; Haplorhini - psychology ; Humans ; Hypotheses ; Memory, Short-Term - physiology ; Models, Neurological ; Nervous system ; Neurons ; Neurons - physiology ; object identification ; Psychology ; Recognition, Psychology - physiology ; Reward ; Selectivity ; Stimuli ; Visual Cortex - physiology ; Visual Perception - physiology ; Visual system</subject><ispartof>BioEssays, 2019-08, Vol.41 (8), p.e1800248-n/a</ispartof><rights>2019 WILEY Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4138-8e7afdeb8920f4f9159d20a6fb034652d0f37578fff4cbcbaf6c795e8863fd873</citedby><cites>FETCH-LOGICAL-c4138-8e7afdeb8920f4f9159d20a6fb034652d0f37578fff4cbcbaf6c795e8863fd873</cites><orcidid>0000-0001-9558-5010</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fbies.201800248$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fbies.201800248$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27903,27904,45553,45554</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31322760$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bowers, Jeffrey S.</creatorcontrib><creatorcontrib>Martin, Nicolas D.</creatorcontrib><creatorcontrib>Gale, Ella M.</creatorcontrib><title>Researchers Keep Rejecting Grandmother Cells after Running the Wrong Experiments: The Issue Is How Familiar Stimuli Are Identified</title><title>BioEssays</title><addtitle>Bioessays</addtitle><description>There is widespread agreement in neuroscience and psychology that the visual system identifies objects and faces based on a pattern of activation over many neurons, each neuron being involved in representing many different categories. The hypothesis that the visual system includes finely tuned neurons for specific objects or faces for the sake of identification, so‐called “grandmother cells”, is widely rejected. Here it is argued that the rejection of grandmother cells is premature. Grandmother cells constitute a hypothesis of how familiar visual categories are identified, but the primary evidence against this hypothesis comes from studies that have failed to observe neurons that selectively respond to unfamiliar stimuli. These findings are reviewed and it is shown that they are irrelevant. Neuroscientists need to better understand existing models of face and object identification that include grandmother cells and then compare the selectivity of these units with single neurons responding to stimuli that can be identified.
Grandmother cells constitute a hypothesis of how familiar visual categories are identified, but the primary evidence against them comes from studies that have assessed how neurons respond to unfamiliar visual categories. 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Martin, Nicolas D. ; Gale, Ella M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4138-8e7afdeb8920f4f9159d20a6fb034652d0f37578fff4cbcbaf6c795e8863fd873</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Animals</topic><topic>Computational Biology</topic><topic>distributed representations</topic><topic>Face</topic><topic>Facial Recognition - physiology</topic><topic>grandmother cells</topic><topic>Haplorhini - psychology</topic><topic>Humans</topic><topic>Hypotheses</topic><topic>Memory, Short-Term - physiology</topic><topic>Models, Neurological</topic><topic>Nervous system</topic><topic>Neurons</topic><topic>Neurons - physiology</topic><topic>object identification</topic><topic>Psychology</topic><topic>Recognition, Psychology - physiology</topic><topic>Reward</topic><topic>Selectivity</topic><topic>Stimuli</topic><topic>Visual Cortex - physiology</topic><topic>Visual Perception - physiology</topic><topic>Visual system</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bowers, Jeffrey S.</creatorcontrib><creatorcontrib>Martin, Nicolas D.</creatorcontrib><creatorcontrib>Gale, Ella M.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>BioEssays</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bowers, Jeffrey S.</au><au>Martin, Nicolas D.</au><au>Gale, Ella M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Researchers Keep Rejecting Grandmother Cells after Running the Wrong Experiments: The Issue Is How Familiar Stimuli Are Identified</atitle><jtitle>BioEssays</jtitle><addtitle>Bioessays</addtitle><date>2019-08</date><risdate>2019</risdate><volume>41</volume><issue>8</issue><spage>e1800248</spage><epage>n/a</epage><pages>e1800248-n/a</pages><issn>0265-9247</issn><eissn>1521-1878</eissn><abstract>There is widespread agreement in neuroscience and psychology that the visual system identifies objects and faces based on a pattern of activation over many neurons, each neuron being involved in representing many different categories. The hypothesis that the visual system includes finely tuned neurons for specific objects or faces for the sake of identification, so‐called “grandmother cells”, is widely rejected. Here it is argued that the rejection of grandmother cells is premature. Grandmother cells constitute a hypothesis of how familiar visual categories are identified, but the primary evidence against this hypothesis comes from studies that have failed to observe neurons that selectively respond to unfamiliar stimuli. These findings are reviewed and it is shown that they are irrelevant. Neuroscientists need to better understand existing models of face and object identification that include grandmother cells and then compare the selectivity of these units with single neurons responding to stimuli that can be identified.
Grandmother cells constitute a hypothesis of how familiar visual categories are identified, but the primary evidence against them comes from studies that have assessed how neurons respond to unfamiliar visual categories. This review summarizes the existing research and shows that grandmother cells are consistent with current evidence.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>31322760</pmid><doi>10.1002/bies.201800248</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0001-9558-5010</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals Computational Biology distributed representations Face Facial Recognition - physiology grandmother cells Haplorhini - psychology Humans Hypotheses Memory, Short-Term - physiology Models, Neurological Nervous system Neurons Neurons - physiology object identification Psychology Recognition, Psychology - physiology Reward Selectivity Stimuli Visual Cortex - physiology Visual Perception - physiology Visual system |
title | Researchers Keep Rejecting Grandmother Cells after Running the Wrong Experiments: The Issue Is How Familiar Stimuli Are Identified |
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