{"id":"https://openalex.org/W4251952909","doi":"https://doi.org/10.1109/codes-isss.2013.6659007","title":"Design space exploration and parameter tuning for neuromorphic applications","display_name":"Design space exploration and parameter tuning for neuromorphic applications","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W4251952909","doi":"https://doi.org/10.1109/codes-isss.2013.6659007"},"language":"en","primary_location":{"id":"doi:10.1109/codes-isss.2013.6659007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codes-isss.2013.6659007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)","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/A5062887120","display_name":"Kristofor D. Carlson","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kristofor D. Carlson","raw_affiliation_strings":["Department of Cognitive Sciences, University of California, Irvine, Irvine, California, USA"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Sciences, University of California, Irvine, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075689281","display_name":"Jayram Moorkanikara Nageswaran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jayram M. Nageswaran","raw_affiliation_strings":["Brain Corporation, San Diego, California, USA"],"affiliations":[{"raw_affiliation_string":"Brain Corporation, San Diego, California, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007817952","display_name":"Nikil Dutt","orcid":"https://orcid.org/0000-0002-3060-8119"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikil Dutt","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, Irvine, California, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011585098","display_name":"Jeffrey L. Krichmar","orcid":"https://orcid.org/0000-0003-0739-2468"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey L. Krichmar","raw_affiliation_strings":["Department of Cognitive Sciences, University of California, Irvine, Irvine, California, USA"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Sciences, University of California, Irvine, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062887120"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.38390089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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":1.0,"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":0.9991999864578247,"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":0.9977999925613403,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8789448142051697},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.8540021181106567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8034247159957886},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5266824960708618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5143564939498901},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.495508074760437},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.4516238570213318},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.37807154655456543},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35900765657424927}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8789448142051697},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.8540021181106567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8034247159957886},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5266824960708618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5143564939498901},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.495508074760437},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.4516238570213318},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.37807154655456543},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35900765657424927},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codes-isss.2013.6659007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codes-isss.2013.6659007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2007983873","https://openalex.org/W2143628939","https://openalex.org/W6681449037"],"related_works":["https://openalex.org/W3089892344","https://openalex.org/W2960220682","https://openalex.org/W4313442939","https://openalex.org/W4386227293","https://openalex.org/W4372267706","https://openalex.org/W2885510266","https://openalex.org/W4288055417","https://openalex.org/W4287758233","https://openalex.org/W3136467750","https://openalex.org/W3031505884"],"abstract_inverted_index":{"Large-scale":[0],"spiking":[1,49],"neural":[2,12,17,28,36,73],"networks":[3],"(SNNs)":[4],"have":[5],"been":[6],"used":[7],"to":[8,43,55],"successfully":[9],"model":[10],"complex":[11],"circuits":[13],"that":[14],"explore":[15],"various":[16],"phenomena":[18],"such":[19],"as":[20,48],"learning":[21],"and":[22,30,64,75,110,116],"memory,":[23],"vision":[24],"systems,":[25,27],"auditory":[26],"oscillations,":[29],"many":[31],"other":[32],"important":[33],"topics":[34],"of":[35,69,83,91,105],"function.":[37],"Additionally,":[38],"SNNs":[39,84,96,108],"are":[40,51],"particularly":[41],"well-adapted":[42],"run":[44],"on":[45],"neuromorphic":[46],"hardware":[47],"events":[50],"often":[52],"sparse,":[53],"leading":[54],"a":[56],"potentially":[57],"large":[58],"reduction":[59],"in":[60],"both":[61],"bandwidth":[62],"requirements":[63],"power":[65,82],"usage.":[66],"The":[67],"inclusion":[68],"realistic":[70,95],"plasticity":[71],"equations,":[72],"dynamics,":[74],"recurrent":[76],"topologies":[77],"has":[78,86],"increased":[79],"the":[80,89],"descriptive":[81],"but":[85],"also":[87],"made":[88],"task":[90],"tuning":[92,106],"these":[93],"biologically":[94],"difficult.":[97],"We":[98],"present":[99],"an":[100],"automated":[101],"parameter-tuning":[102],"framework":[103],"capable":[104],"large-scale":[107],"quickly":[109],"efficiently":[111],"using":[112],"evolutionary":[113],"algorithms":[114],"(EA)":[115],"off-the-shelf":[117],"graphics":[118],"processing":[119],"units":[120],"(GPUs).":[121]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}