{"id":"https://openalex.org/W2981231595","doi":"https://doi.org/10.1109/icassp40776.2020.9053294","title":"Encoding and Decoding Mixed Bandlimited Signals Using Spiking Integrate-and-Fire Neurons","display_name":"Encoding and Decoding Mixed Bandlimited Signals Using Spiking Integrate-and-Fire Neurons","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W2981231595","doi":"https://doi.org/10.1109/icassp40776.2020.9053294","mag":"2981231595"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9053294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1910.09413","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057396245","display_name":"Karen Adam","orcid":"https://orcid.org/0000-0002-1700-6623"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Karen Adam","raw_affiliation_strings":["School of Computer and Communication Sciences, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL)","Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL),School of Computer and Communication Sciences"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Sciences, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL)","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL),School of Computer and Communication Sciences","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012809350","display_name":"Adam Scholefield","orcid":"https://orcid.org/0000-0002-5083-2185"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Adam Scholefield","raw_affiliation_strings":["School of Computer and Communication Sciences, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL)","Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL),School of Computer and Communication Sciences"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Sciences, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL)","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL),School of Computer and Communication Sciences","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049415924","display_name":"Martin Vetterli","orcid":"https://orcid.org/0000-0002-6122-1216"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Martin Vetterli","raw_affiliation_strings":["School of Computer and Communication Sciences, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL)","Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL),School of Computer and Communication Sciences"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Sciences, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL)","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL),School of Computer and Communication Sciences","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057396245"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":0.1037,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39361209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"9264","last_page":"9268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9998999834060669,"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/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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/decoding-methods","display_name":"Decoding methods","score":0.8527954816818237},{"id":"https://openalex.org/keywords/bandlimiting","display_name":"Bandlimiting","score":0.8207293152809143},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.7337779998779297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6606187224388123},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6353456974029541},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6023149490356445},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5865896940231323},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.5377722978591919},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5154021978378296},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.41542401909828186},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3384743928909302},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3277779817581177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27924633026123047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25970351696014404},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.15534546971321106},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10536885261535645},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.09257471561431885}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8527954816818237},{"id":"https://openalex.org/C129997835","wikidata":"https://www.wikidata.org/wiki/Q806263","display_name":"Bandlimiting","level":3,"score":0.8207293152809143},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.7337779998779297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6606187224388123},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6353456974029541},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6023149490356445},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5865896940231323},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.5377722978591919},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5154021978378296},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.41542401909828186},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3384743928909302},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3277779817581177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27924633026123047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25970351696014404},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.15534546971321106},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10536885261535645},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.09257471561431885},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/icassp40776.2020.9053294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1910.09413","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1910.09413","pdf_url":"https://arxiv.org/pdf/1910.09413","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2981231595","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1910.09413v3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:infoscience.epfl.ch:284133","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/176278","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"},{"id":"doi:10.48550/arxiv.1910.09413","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1910.09413","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.17023/0579-yq53","is_oa":true,"landing_page_url":"https://doi.org/10.17023/0579-yq53","pdf_url":null,"source":{"id":"https://openalex.org/S7407051697","display_name":"IEEE RESOURCE CENTERS","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1910.09413","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1910.09413","pdf_url":"https://arxiv.org/pdf/1910.09413","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W48974879","https://openalex.org/W1987544002","https://openalex.org/W2012257582","https://openalex.org/W2016227125","https://openalex.org/W2033511209","https://openalex.org/W2041306743","https://openalex.org/W2109596721","https://openalex.org/W2123997046","https://openalex.org/W2149288007","https://openalex.org/W2162572758","https://openalex.org/W2170779872","https://openalex.org/W2188799677","https://openalex.org/W2327625674","https://openalex.org/W2939179213","https://openalex.org/W2943897398","https://openalex.org/W2998864310","https://openalex.org/W3000484718","https://openalex.org/W6601985364","https://openalex.org/W6761816119","https://openalex.org/W6771374046","https://openalex.org/W6773583546"],"related_works":["https://openalex.org/W3015889229","https://openalex.org/W2058018928","https://openalex.org/W2941300701","https://openalex.org/W1458578739","https://openalex.org/W2012257582","https://openalex.org/W2017737387","https://openalex.org/W2187180556","https://openalex.org/W2949943863","https://openalex.org/W2803571447","https://openalex.org/W3094641976","https://openalex.org/W2020122583","https://openalex.org/W1558250036","https://openalex.org/W2113030367","https://openalex.org/W3126650785","https://openalex.org/W2729732240","https://openalex.org/W2188726820","https://openalex.org/W2073435400","https://openalex.org/W3022991544","https://openalex.org/W3209706103","https://openalex.org/W2381190383"],"abstract_inverted_index":{"Conventional":[0],"sampling":[1,18,111],"focuses":[2],"on":[3],"encoding":[4,31,80],"and":[5,42,81,110,135],"decoding":[6,82],"bandlimited":[7,97],"signals":[8,98,127],"by":[9,100,107],"recording":[10],"signal":[11],"amplitudes":[12],"at":[13],"known":[14],"time":[15,30],"points.":[16],"Alternately,":[17],"can":[19],"be":[20],"approached":[21],"using":[22,46,114],"biologically-inspired":[23],"schemes.":[24],"Among":[25],"these":[26,55],"are":[27],"integrate-":[28],"and-fire":[29],"machines":[32],"(IF-TEMs).":[33],"They":[34],"behave":[35],"like":[36],"simplified":[37],"versions":[38],"of":[39,54,61,84,96,105,123,126],"spiking":[40,71],"neurons":[41,56],"encode":[43],"their":[44],"input":[45],"spike":[47],"times":[48],"rather":[49],"than":[50],"amplitudes.":[51],"When":[52],"multiple":[53],"jointly":[57],"process":[58],"a":[59,69,86,90,94,102],"set":[60,95,125],"mixed":[62],"signals,":[63],"they":[64],"form":[65],"one":[66],"layer":[67],"in":[68,131],"feedforward":[70],"neural":[72],"network.":[73],"In":[74],"this":[75],"paper,":[76],"we":[77],"investigate":[78],"the":[79,112,124,129,132,141],"potential":[83],"such":[85],"layer.":[87],"We":[88,117],"propose":[89],"setup":[91],"to":[92,139],"sample":[93],"formed":[99],"summing":[101],"finite":[103],"number":[104],"sincs,":[106],"mixing":[108],"them":[109],"result":[113],"different":[115],"IF-TEMs.":[116],"provide":[118],"conditions":[119],"for":[120],"perfect":[121],"recovery":[122],"from":[128],"samples":[130],"noiseless":[133],"case,":[134],"suggest":[136],"an":[137],"algorithm":[138],"perform":[140],"reconstruction.":[142]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}