{"id":"https://openalex.org/W2129973717","doi":"https://doi.org/10.1109/ijcnn.2010.5596828","title":"Augmented Efficient BackProp for backpropagation learning in deep autoassociative neural networks","display_name":"Augmented Efficient BackProp for backpropagation learning in deep autoassociative neural networks","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2129973717","doi":"https://doi.org/10.1109/ijcnn.2010.5596828","mag":"2129973717"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","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/A5000204633","display_name":"Mark J. Embrechts","orcid":null},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mark J. Embrechts","raw_affiliation_strings":["Department of Industrial & Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA","Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180 USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial & Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180 USA","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050358993","display_name":"Blake J. Hargis","orcid":null},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Blake J. Hargis","raw_affiliation_strings":["Department of Industrial & Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA","Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180 USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial & Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180 USA","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054265196","display_name":"Jonathan D. Linton","orcid":"https://orcid.org/0000-0001-9797-1687"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jonathan D. Linton","raw_affiliation_strings":["Telfer School of Management, University of Ottawa, Ottawa, ONT, Canada","Telfer School of Management, University of Ottawa, ON, K1N 6N5, Canada"],"affiliations":[{"raw_affiliation_string":"Telfer School of Management, University of Ottawa, Ottawa, ONT, Canada","institution_ids":["https://openalex.org/I153718931"]},{"raw_affiliation_string":"Telfer School of Management, University of Ottawa, ON, K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000204633"],"corresponding_institution_ids":["https://openalex.org/I165799507"],"apc_list":null,"apc_paid":null,"fwci":1.5936,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85379434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9984999895095825,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9984999895095825,"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/T10320","display_name":"Neural Networks and Applications","score":0.9966999888420105,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9940000176429749,"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/backpropagation","display_name":"Backpropagation","score":0.8977593183517456},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.8063092827796936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7887116074562073},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6700552701950073},{"id":"https://openalex.org/keywords/boltzmann-machine","display_name":"Boltzmann machine","score":0.6666198968887329},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6217797994613647},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.523195743560791},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5074047446250916},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4163326323032379},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3262307643890381}],"concepts":[{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.8977593183517456},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8063092827796936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7887116074562073},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6700552701950073},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.6666198968887329},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6217797994613647},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.523195743560791},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5074047446250916},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4163326323032379},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3262307643890381},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1526741802","https://openalex.org/W1569512666","https://openalex.org/W1571401318","https://openalex.org/W1573503290","https://openalex.org/W1575150552","https://openalex.org/W1602102683","https://openalex.org/W1944180682","https://openalex.org/W1984121966","https://openalex.org/W1990007244","https://openalex.org/W2017257315","https://openalex.org/W2023104721","https://openalex.org/W2031362740","https://openalex.org/W2042492924","https://openalex.org/W2043760168","https://openalex.org/W2051812123","https://openalex.org/W2053329265","https://openalex.org/W2084229232","https://openalex.org/W2089578131","https://openalex.org/W2090217212","https://openalex.org/W2096789154","https://openalex.org/W2100495367","https://openalex.org/W2101519506","https://openalex.org/W2105951568","https://openalex.org/W2116322594","https://openalex.org/W2117499988","https://openalex.org/W2122538988","https://openalex.org/W2124537004","https://openalex.org/W2128330514","https://openalex.org/W2136922672","https://openalex.org/W2140833774","https://openalex.org/W2157851318","https://openalex.org/W2159052453","https://openalex.org/W2163232986","https://openalex.org/W2164122462","https://openalex.org/W2178063079","https://openalex.org/W2546191734","https://openalex.org/W2766736793","https://openalex.org/W2914484425","https://openalex.org/W3121926921","https://openalex.org/W4238404964","https://openalex.org/W4285719527","https://openalex.org/W6634228127","https://openalex.org/W6677604277","https://openalex.org/W6680887930"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W4386939572","https://openalex.org/W1829305295"],"abstract_inverted_index":{"We":[0],"introduce":[1],"Augmented":[2],"Efficient":[3,39],"BackProp":[4],"as":[5],"a":[6,25],"strategy":[7],"for":[8],"applying":[9],"the":[10],"backpropagation":[11],"algorithm":[12],"to":[13],"deep":[14],"autoencoders,":[15],"i.e.,":[16],"autoassociators":[17],"with":[18],"many":[19],"hidden":[20],"layers,":[21],"without":[22],"relying":[23],"on":[24,51],"weight":[26],"initialization":[27],"using":[28],"restricted":[29],"Boltzmann":[30],"machines.":[31],"This":[32],"training":[33],"method":[34],"is":[35,49],"an":[36],"extension":[37],"of":[38,55],"BackProp,":[40],"first":[41],"proposed":[42],"by":[43],"LeCun":[44],"et":[45],"al.":[46],"[1],":[47],"and":[48],"benchmarked":[50],"three":[52],"different":[53],"types":[54],"application":[56],"datasets.":[57]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
