{"id":"https://openalex.org/W3217636635","doi":null,"title":"Brain-inspired predictive coding dynamics improve the robustness of deep neural networks","display_name":"Brain-inspired predictive coding dynamics improve the robustness of deep neural networks","publication_year":2020,"publication_date":"2020-10-09","ids":{"openalex":"https://openalex.org/W3217636635","mag":"3217636635"},"language":"en","primary_location":{"id":"mag:3217636635","doi":null,"is_oa":false,"landing_page_url":"https://openreview.net/pdf?id=q1o2mWaOssG","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069173567","display_name":"Bhavin Choksi","orcid":"https://orcid.org/0000-0002-6475-4149","observed_orcids":["https://orcid.org/0000-0002-6475-4149"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhavin Choksi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6475-4149","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007353173","display_name":"Milad Mozafari","orcid":"https://orcid.org/0000-0002-4521-1640","observed_orcids":["https://orcid.org/0000-0002-4521-1640"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Milad Mozafari","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4521-1640","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045114733","display_name":"Callum Biggs O\u2019May","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Callum Biggs O\u2019May","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078524815","display_name":"Benjamin Ador","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Ador","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012709800","display_name":"Andrea Alamia","orcid":"https://orcid.org/0000-0001-9826-2161","observed_orcids":["https://orcid.org/0000-0001-9826-2161"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrea Alamia","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9826-2161","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5078188438","display_name":"Rufin VanRullen","orcid":"https://orcid.org/0000-0002-3611-7716","observed_orcids":["https://orcid.org/0000-0002-3611-7716"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rufin VanRullen","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3611-7716","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.251,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.55299689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7314000129699707,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7314000129699707,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.1177000030875206,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11883","display_name":"Embodied and Extended Cognition","score":0.034699998795986176,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/predictive-coding","display_name":"predictive coding","score":0.9850000143051147},{"id":"https://openalex.org/keywords/neuromorphic-computing","display_name":"neuromorphic computing","score":0.878000020980835},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.8550000190734863},{"id":"https://openalex.org/keywords/robustness","display_name":"robustness","score":0.9160000085830688},{"id":"https://openalex.org/keywords/neural-network-dynamics","display_name":"neural network dynamics","score":0.5379999876022339}],"concepts":[{"id":"https://openalex.org/C2778061373","wikidata":"https://www.wikidata.org/wiki/Q1315146","display_name":"Predictive coding","level":3,"score":0.6685103178024292},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6315445899963379},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.591381311416626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5855333209037781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5602420568466187},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.489482045173645},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.402008056640625},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.382431298494339},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17108240723609924},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11494749784469604},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3217636635","doi":null,"is_oa":false,"landing_page_url":"https://openreview.net/pdf?id=q1o2mWaOssG","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2022638524","https://openalex.org/W2119885245","https://openalex.org/W2120079537","https://openalex.org/W2566724240","https://openalex.org/W2586591890","https://openalex.org/W2618043096","https://openalex.org/W2743406877","https://openalex.org/W2773022113","https://openalex.org/W2787708942","https://openalex.org/W2891797654","https://openalex.org/W2949512190","https://openalex.org/W2963207607","https://openalex.org/W2970451906","https://openalex.org/W2972802896","https://openalex.org/W3008716087"],"related_works":["https://openalex.org/W4291570901","https://openalex.org/W7101912637","https://openalex.org/W7154580478","https://openalex.org/W7111532722","https://openalex.org/W3197803325","https://openalex.org/W4285602566","https://openalex.org/W4386469858","https://openalex.org/W4416975473","https://openalex.org/W4386469825","https://openalex.org/W7150762476"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2021-12-06T00:00:00"}