{"id":"https://openalex.org/W4386510837","doi":"https://doi.org/10.1145/3605731.3608932","title":"Polar Representation of 2D Image Using Complex Exponential Spiking Neuron Network","display_name":"Polar Representation of 2D Image Using Complex Exponential Spiking Neuron Network","publication_year":2023,"publication_date":"2023-08-07","ids":{"openalex":"https://openalex.org/W4386510837","doi":"https://doi.org/10.1145/3605731.3608932"},"language":"en","primary_location":{"id":"doi:10.1145/3605731.3608932","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605731.3608932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 52nd International Conference on Parallel Processing Workshops","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/A5100715090","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0003-0535-998X"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Faculty of Engineering and Applied Science, University of Regina, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0535-998X","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, University of Regina, Canada","institution_ids":["https://openalex.org/I194028371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100715090"],"corresponding_institution_ids":["https://openalex.org/I194028371"],"apc_list":null,"apc_paid":null,"fwci":0.3833,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5988724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9986000061035156,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6450260281562805},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6449316740036011},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6297839283943176},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5463429689407349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5443115234375},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.5218897461891174},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.507365882396698},{"id":"https://openalex.org/keywords/polar-coordinate-system","display_name":"Polar coordinate system","score":0.48944583535194397},{"id":"https://openalex.org/keywords/cartesian-coordinate-system","display_name":"Cartesian coordinate system","score":0.47024932503700256},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4543721675872803},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.4306848645210266},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4157285988330841},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3884839117527008},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.33483046293258667},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3143051564693451},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.09169057011604309}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450260281562805},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6449316740036011},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6297839283943176},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5463429689407349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5443115234375},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.5218897461891174},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.507365882396698},{"id":"https://openalex.org/C40069579","wikidata":"https://www.wikidata.org/wiki/Q62494","display_name":"Polar coordinate system","level":2,"score":0.48944583535194397},{"id":"https://openalex.org/C16038011","wikidata":"https://www.wikidata.org/wiki/Q62912","display_name":"Cartesian coordinate system","level":2,"score":0.47024932503700256},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4543721675872803},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.4306848645210266},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4157285988330841},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3884839117527008},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33483046293258667},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3143051564693451},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.09169057011604309},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3605731.3608932","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605731.3608932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 52nd International Conference on Parallel Processing Workshops","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2095650263","https://openalex.org/W2107662531","https://openalex.org/W2127388521","https://openalex.org/W2162003043","https://openalex.org/W2416532995","https://openalex.org/W2744728304","https://openalex.org/W2765349539","https://openalex.org/W2765736277","https://openalex.org/W2786300701","https://openalex.org/W2805469146","https://openalex.org/W2806066966","https://openalex.org/W2896588250","https://openalex.org/W2905297550","https://openalex.org/W2915508016","https://openalex.org/W2954155227","https://openalex.org/W2964296416","https://openalex.org/W3092055689","https://openalex.org/W4210834671"],"related_works":["https://openalex.org/W4280523327","https://openalex.org/W2977464668","https://openalex.org/W2511374036","https://openalex.org/W4320005170","https://openalex.org/W4312892491","https://openalex.org/W2016952801","https://openalex.org/W2377585521","https://openalex.org/W2373826460","https://openalex.org/W4230987941","https://openalex.org/W4377003511"],"abstract_inverted_index":{"The":[0,98],"paper":[1,82],"introduces":[2],"an":[3],"innovative":[4],"hybrid":[5,127],"encoding":[6,128],"method":[7,129],"for":[8,92],"images.":[9],"It":[10],"proposes":[11],"a":[12,30,87,117],"conversion":[13],"process":[14],"where":[15],"the":[16,21,46,53,61,65,69,81,84,96,104,122,132,134],"image":[17,70,139],"is":[18,100],"transformed":[19],"from":[20],"conventional":[22],"Cartesian":[23],"coordinates":[24,32],"representation":[25,33,140],"(x":[26],"and":[27,40,52,64,74,94,130,141],"y)":[28],"to":[29,116,137],"polar":[31],"using":[34],"complex":[35,108],"numbers":[36],"with":[37],"magnitude":[38],"\u03c1":[39],"angle":[41],"\u03b8.":[42],"By":[43,124],"doing":[44],"so,":[45],"spatial":[47],"information":[48],"of":[49,68,86,106,121],"pixel":[50],"locations":[51],"connections":[54],"among":[55],"adjacent":[56],"pixels":[57],"are":[58,71],"preserved":[59],"during":[60,76],"serialization":[62],"process,":[63],"frequency":[66,119],"components":[67],"effectively":[72],"calculated":[73],"combined":[75],"Discrete":[77],"Fourier":[78],"Transform.":[79],"Furthermore,":[80],"outlines":[83],"utilization":[85],"spiking":[88,110,113],"neural":[89],"network":[90],"(SNN)":[91],"representing":[93],"reconstructing":[95],"image.":[97,123],"SNN":[99],"constructed":[101],"by":[102],"combining":[103],"outputs":[105],"128":[107],"exponential":[109],"neurons.":[111],"Each":[112],"neuron":[114],"corresponds":[115],"specific":[118],"component":[120],"employing":[125],"this":[126],"utilizing":[131],"SNN,":[133],"research":[135],"aims":[136],"enhance":[138],"reconstruction":[142],"processes.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
