{"id":"https://openalex.org/W4400811475","doi":"https://doi.org/10.1109/aicas59952.2024.10595898","title":"Self-Resetting Magnetic Tunnel Junction Neuron-based Spiking Neural Networks","display_name":"Self-Resetting Magnetic Tunnel Junction Neuron-based Spiking Neural Networks","publication_year":2024,"publication_date":"2024-04-22","ids":{"openalex":"https://openalex.org/W4400811475","doi":"https://doi.org/10.1109/aicas59952.2024.10595898"},"language":"en","primary_location":{"id":"doi:10.1109/aicas59952.2024.10595898","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aicas59952.2024.10595898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS)","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/A5076839266","display_name":"Aijaz H. Lone","orcid":"https://orcid.org/0000-0002-1687-2917"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Aijaz H. Lone","raw_affiliation_strings":["KAUST,CEMSE Division,Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAUST,CEMSE Division,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093887432","display_name":"Daniel N. Rahimi","orcid":"https://orcid.org/0009-0009-7869-1116"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Daniel N. Rahimi","raw_affiliation_strings":["KAUST,CEMSE Division,Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAUST,CEMSE Division,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004091989","display_name":"Hossein Fariborzi","orcid":"https://orcid.org/0000-0002-7828-0239"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hossein Fariborzi","raw_affiliation_strings":["KAUST,CEMSE Division,Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAUST,CEMSE Division,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062714455","display_name":"Gianluca Setti","orcid":"https://orcid.org/0000-0002-2496-1856"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Gianluca Setti","raw_affiliation_strings":["KAUST,CEMSE Division,Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAUST,CEMSE Division,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08530312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9965000152587891,"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":0.9965000152587891,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9868999719619751,"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/computer-science","display_name":"Computer science","score":0.6131433248519897},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.6111408472061157},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49796175956726074},{"id":"https://openalex.org/keywords/neuron","display_name":"Neuron","score":0.4256441593170166},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.34627723693847656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.321735680103302},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09423661231994629}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6131433248519897},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.6111408472061157},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49796175956726074},{"id":"https://openalex.org/C2778794669","wikidata":"https://www.wikidata.org/wiki/Q43054","display_name":"Neuron","level":2,"score":0.4256441593170166},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.34627723693847656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.321735680103302},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09423661231994629}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aicas59952.2024.10595898","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aicas59952.2024.10595898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1981443800","https://openalex.org/W1991395163","https://openalex.org/W2022193985","https://openalex.org/W2039375332","https://openalex.org/W2130459697","https://openalex.org/W2142805504","https://openalex.org/W2779025322","https://openalex.org/W2790379426","https://openalex.org/W2806129984","https://openalex.org/W2892017536","https://openalex.org/W2900995627","https://openalex.org/W2902888152","https://openalex.org/W2964296127","https://openalex.org/W2974441886","https://openalex.org/W2980444885","https://openalex.org/W3011883497","https://openalex.org/W3040838455","https://openalex.org/W3044408536","https://openalex.org/W3099383606","https://openalex.org/W3100903508","https://openalex.org/W3103016014","https://openalex.org/W3104617078","https://openalex.org/W3105527253","https://openalex.org/W3157009332","https://openalex.org/W3201870057","https://openalex.org/W3205629540","https://openalex.org/W4206819281","https://openalex.org/W4226183822","https://openalex.org/W4312495184","https://openalex.org/W4321782508","https://openalex.org/W4379140810","https://openalex.org/W4385079992"],"related_works":["https://openalex.org/W3126544799","https://openalex.org/W3104333581","https://openalex.org/W2542565870","https://openalex.org/W3111828357","https://openalex.org/W3018398156","https://openalex.org/W2920832517","https://openalex.org/W4388827557","https://openalex.org/W4387877594","https://openalex.org/W4377969828","https://openalex.org/W2949058385"],"abstract_inverted_index":{"Spintronic":[0],"devices":[1],"such":[2],"as":[3],"the":[4,37,43,52,55,59,63,67,76,91,97,116,125],"magnetic":[5,21],"tunnel":[6,22],"junction":[7,23],"show":[8],"significant":[9],"potential":[10,131],"for":[11,132],"energy-efficient":[12,133],"neuromorphic":[13,24,134],"computing":[14],"applications.":[15],"This":[16],"paper":[17],"presents":[18],"a":[19,71,81,129],"spintronic":[20],"device":[25,127],"capable":[26],"of":[27,54,62],"integration,":[28],"spike,":[29],"and":[30,84,89,99,111,121],"self-reset":[31],"neuron":[32,38,44,68,79,93],"characteristics.":[33,45],"The":[34,46,102],"spin-orbit":[35],"drives":[36],"magnetization":[39],"dynamics,":[40],"which":[41,57],"controls":[42,58],"input":[47],"pixels":[48],"are":[49],"encoded":[50],"in":[51],"amplitude":[53],"current,":[56],"spiking":[60,78,92],"frequency":[61],"neuron.":[64],"We":[65,87],"model":[66,73,94],"characteristics":[69],"into":[70,80],"compact":[72],"to":[74,95],"integrate":[75],"proposed":[77,126],"3-layer":[82],"SNN":[83],"CSNN":[85],"architecture.":[86],"train":[88],"test":[90],"classify":[96],"MNIST":[98,110],"FMNIST":[100],"datasets.":[101],"network":[103],"achieves":[104],"classification":[105,117],"accuracy":[106],"above":[107],"97%":[108],"on":[109,113],"91%":[112],"FMNIST.":[114],"Considering":[115],"performance,":[118],"self-resetting":[119],"functionality,":[120],"nanosecond":[122],"operation":[123],"range,":[124],"shows":[128],"substantial":[130],"computing.":[135]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}