{"id":"https://openalex.org/W2969701532","doi":"https://doi.org/10.1073/pnas.1910674116","title":"Response to Katzhendler and Weinshall: Initial visual degradation during development may be adaptive","display_name":"Response to Katzhendler and Weinshall: Initial visual degradation during development may be adaptive","publication_year":2019,"publication_date":"2019-08-22","ids":{"openalex":"https://openalex.org/W2969701532","doi":"https://doi.org/10.1073/pnas.1910674116","mag":"2969701532","pmid":"https://pubmed.ncbi.nlm.nih.gov/31439821"},"language":"en","primary_location":{"id":"doi:10.1073/pnas.1910674116","is_oa":true,"landing_page_url":"https://doi.org/10.1073/pnas.1910674116","pdf_url":"https://www.pnas.org/content/pnas/116/38/18767.full.pdf","source":{"id":"https://openalex.org/S125754415","display_name":"Proceedings of the National Academy of Sciences","issn_l":"0027-8424","issn":["0027-8424","1091-6490"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320052","host_organization_name":"National Academy of Sciences","host_organization_lineage":["https://openalex.org/P4310320052"],"host_organization_lineage_names":["National Academy of Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences","raw_type":"journal-article"},"type":"letter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.pnas.org/content/pnas/116/38/18767.full.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007310143","display_name":"Lukas Vogelsang","orcid":"https://orcid.org/0000-0002-2355-9064"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I12708293","display_name":"SIB Swiss Institute of Bioinformatics","ror":"https://ror.org/002n09z45","country_code":"CH","type":"funder","lineage":["https://openalex.org/I12708293"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lukas Vogelsang","raw_affiliation_strings":["Institute of Neuroinformatics, University of Zurich/ETH Zurich, 8057 Zurich, Switzerland;"],"affiliations":[{"raw_affiliation_string":"Institute of Neuroinformatics, University of Zurich/ETH Zurich, 8057 Zurich, Switzerland;","institution_ids":["https://openalex.org/I12708293","https://openalex.org/I202697423","https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036024132","display_name":"Sharon Gilad\u2010Gutnick","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharon Gilad-Gutnick","raw_affiliation_strings":["Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139;","Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139; and"],"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139;","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139; and","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086747306","display_name":"Sidney Diamond","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sidney Diamond","raw_affiliation_strings":["Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139;","Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139; and"],"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139;","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139; and","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010958933","display_name":"Albert Yonas","orcid":"https://orcid.org/0000-0001-6487-1401"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Albert Yonas","raw_affiliation_strings":["Department of Psychology, Arizona State University, Tempe, AZ 85281"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, Arizona State University, Tempe, AZ 85281","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057633538","display_name":"Pawan Sinha","orcid":"https://orcid.org/0000-0002-8259-7079"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pawan Sinha","raw_affiliation_strings":["Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139;","Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139; and"],"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139;","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139; and","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5057633538"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08106598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"116","issue":"38","first_page":"18767","last_page":"18768"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.6865272521972656},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.3631184995174408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3618471324443817},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.33222496509552},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08507198095321655}],"concepts":[{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.6865272521972656},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3631184995174408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3618471324443817},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.33222496509552},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08507198095321655}],"mesh":[{"descriptor_ui":"D005123","descriptor_name":"Eye","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D014792","descriptor_name":"Visual Acuity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005123","descriptor_name":"Eye","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D014792","descriptor_name":"Visual Acuity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005123","descriptor_name":"Eye","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D014792","descriptor_name":"Visual Acuity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1073/pnas.1910674116","is_oa":true,"landing_page_url":"https://doi.org/10.1073/pnas.1910674116","pdf_url":"https://www.pnas.org/content/pnas/116/38/18767.full.pdf","source":{"id":"https://openalex.org/S125754415","display_name":"Proceedings of the National Academy of Sciences","issn_l":"0027-8424","issn":["0027-8424","1091-6490"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320052","host_organization_name":"National Academy of Sciences","host_organization_lineage":["https://openalex.org/P4310320052"],"host_organization_lineage_names":["National Academy of Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences","raw_type":"journal-article"},{"id":"pmid:31439821","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31439821","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences of the United States of America","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:6754588","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6754588","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc Natl Acad Sci U S A","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1073/pnas.1910674116","is_oa":true,"landing_page_url":"https://doi.org/10.1073/pnas.1910674116","pdf_url":"https://www.pnas.org/content/pnas/116/38/18767.full.pdf","source":{"id":"https://openalex.org/S125754415","display_name":"Proceedings of the National Academy of Sciences","issn_l":"0027-8424","issn":["0027-8424","1091-6490"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320052","host_organization_name":"National Academy of Sciences","host_organization_lineage":["https://openalex.org/P4310320052"],"host_organization_lineage_names":["National Academy of Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"No poverty","id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G6600037973","display_name":null,"funder_award_id":"EYR01020517","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"}],"funders":[{"id":"https://openalex.org/F4320337350","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2969701532.pdf","grobid_xml":"https://content.openalex.org/works/W2969701532.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2023377171","https://openalex.org/W2035300447","https://openalex.org/W2082498363","https://openalex.org/W2094240913","https://openalex.org/W2137965574","https://openalex.org/W2802928695","https://openalex.org/W2897222461","https://openalex.org/W2969309292","https://openalex.org/W4236014398"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W2948807893","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2748952813","https://openalex.org/W1531601525","https://openalex.org/W2607424097","https://openalex.org/W2606230654","https://openalex.org/W2319480705","https://openalex.org/W2398689458"],"abstract_inverted_index":{"We":[0],"thank":[1],"Katzhendler":[2,62],"and":[3,63,75,99],"Weinshall":[4,64],"for":[5],"their":[6,38],"thought-provoking":[7],"comment":[8],"(1)":[9,65],"on":[10,50],"our":[11],"paper":[12],"(2).":[13],"They":[14],"argue":[15,66],"that":[16,24,67],"the":[17],"computational":[18],"simulations":[19],"are":[20,71,84],"insufficient":[21],"to":[22],"suggest":[23],"initially":[25],"poor":[26],"acuity":[27],"may":[28,112],"be":[29,78,113],"an":[30],"adaptive":[31],"feature":[32],"of":[33,37,44,52,59,97],"visual":[34],"development.\n\nThe":[35],"logic":[36],"argument":[39],"is":[40,47],"this:":[41],"Our":[42],"evaluation":[43],"DNN":[45],"performance":[46],"based":[48],"not":[49,72],"classification":[51],"high-resolution":[53,100],"images":[54,69],"exclusively,":[55],"but":[56],"a":[57,95,104],"range":[58],"image":[60],"resolutions.":[61],"low-resolution":[68],"either":[70],"ecologically":[73],"relevant":[74],"should":[76],"therefore":[77],"neglected":[79],"or,":[80],"if":[81],"relevant,":[82],"then":[83],"likely":[85],"available":[86],"at":[87],"all":[88],"developmental":[89],"time":[90],"points,":[91],"enabling":[92],"training":[93],"with":[94],"mix":[96],"low-":[98],"images.":[101],"Using":[102],"such":[103],"mix,":[105],"they":[106],"indicate,":[107],"\u2026":[108],"\n\n[\u21b5][1]1To":[109],"whom":[110],"correspondence":[111],"addressed.":[114],"Email:":[115],"psinha{at}mit.edu.\n\n":[116],"[1]:":[117],"#xref-corresp-1-1":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}