{"id":"https://openalex.org/W2901397387","doi":"https://doi.org/10.1007/978-3-030-04070-3_33","title":"Bio-Inspired Spiking Neural Networks for Facial Expression Recognition: Generalisation Investigation","display_name":"Bio-Inspired Spiking Neural Networks for Facial Expression Recognition: Generalisation Investigation","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2901397387","doi":"https://doi.org/10.1007/978-3-030-04070-3_33","mag":"2901397387"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-04070-3_33","doi":"https://doi.org/10.1007/978-3-030-04070-3_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-04070-3_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4252795670","display_name":"Theory and Practice of Natural Computing"},"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"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/A5032008577","display_name":"Esma Mansouri-Benssassi","orcid":"https://orcid.org/0000-0003-3510-8129","observed_orcids":["https://orcid.org/0000-0003-3510-8129"]},"institutions":[{"id":"https://openalex.org/I16835326","display_name":"University of St Andrews","ror":"https://ror.org/02wn5qz54","country_code":"GB","type":"education","lineage":["https://openalex.org/I16835326"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Esma Mansouri-Benssassi","raw_affiliation_strings":["Computer Science, University of St Andrews, St Andrews, UK"],"raw_orcid":"https://orcid.org/0000-0003-3510-8129","affiliations":[{"raw_affiliation_string":"Computer Science, University of St Andrews, St Andrews, UK","institution_ids":["https://openalex.org/I16835326"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100682481","display_name":"Juan Ye","orcid":"https://orcid.org/0000-0002-2838-6836","observed_orcids":["https://orcid.org/0000-0002-2838-6836"]},"institutions":[{"id":"https://openalex.org/I16835326","display_name":"University of St Andrews","ror":"https://ror.org/02wn5qz54","country_code":"GB","type":"education","lineage":["https://openalex.org/I16835326"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Juan Ye","raw_affiliation_strings":["Computer Science, University of St Andrews, St Andrews, UK"],"raw_orcid":"https://orcid.org/0000-0002-2838-6836","affiliations":[{"raw_affiliation_string":"Computer Science, University of St Andrews, St Andrews, UK","institution_ids":["https://openalex.org/I16835326"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032008577"],"corresponding_institution_ids":["https://openalex.org/I16835326"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4423,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.64956476,"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":"426","last_page":"437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.801800012588501,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.801800012588501,"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/T10057","display_name":"Face and Expression Recognition","score":0.07320000231266022,"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/T11448","display_name":"Face recognition and analysis","score":0.04580000042915344,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"facial expression recognition","score":0.9700000286102295},{"id":"https://openalex.org/keywords/spiking-neural-networks","display_name":"spiking neural networks","score":0.9900000095367432},{"id":"https://openalex.org/keywords/spike-timing-dependent-plasticity","display_name":"spike-timing-dependent plasticity","score":0.8370000123977661},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"unsupervised learning","score":0.9710000157356262},{"id":"https://openalex.org/keywords/cross-dataset-generalization","display_name":"cross-dataset generalization","score":0.9150000214576721},{"id":"https://openalex.org/keywords/small-data","display_name":"small data","score":0.4749999940395355},{"id":"https://openalex.org/keywords/classifier-bias","display_name":"classifier bias","score":0.7519999742507935},{"id":"https://openalex.org/keywords/feature-representation-learning","display_name":"feature representation learning","score":0.6700000166893005},{"id":"https://openalex.org/keywords/affective-computing","display_name":"affective computing","score":0.7020000219345093}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8175148963928223},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7247797250747681},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6738710999488831},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.60337233543396},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5333459377288818},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.5195234417915344},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4982764720916748},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.493375688791275},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4680934250354767},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4359390437602997},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.32013076543807983},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-04070-3_33","doi":"https://doi.org/10.1007/978-3-030-04070-3_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-04070-3_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W101771737","https://openalex.org/W160386421","https://openalex.org/W1570411240","https://openalex.org/W1819285909","https://openalex.org/W1830182693","https://openalex.org/W1959806570","https://openalex.org/W1985940938","https://openalex.org/W1999483147","https://openalex.org/W2003370853","https://openalex.org/W2015159529","https://openalex.org/W2018027127","https://openalex.org/W2038786761","https://openalex.org/W2089854271","https://openalex.org/W2096044434","https://openalex.org/W2103943262","https://openalex.org/W2161969291","https://openalex.org/W2195207531","https://openalex.org/W2244142460","https://openalex.org/W2486769752","https://openalex.org/W2506506742","https://openalex.org/W2551403050","https://openalex.org/W2563037228","https://openalex.org/W2767327192","https://openalex.org/W2779025322"],"related_works":["https://openalex.org/W3125086424","https://openalex.org/W4391400249","https://openalex.org/W4410522240","https://openalex.org/W7169772010","https://openalex.org/W6893292869","https://openalex.org/W4401128758","https://openalex.org/W4383750379","https://openalex.org/W4390446594","https://openalex.org/W4391906258","https://openalex.org/W4400066936"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-11-29T00:00:00"}