{"id":"https://openalex.org/W2773831028","doi":"https://doi.org/10.1109/icacci.2017.8125988","title":"Coarse to fine difference edge detection with binary neural firing model","display_name":"Coarse to fine difference edge detection with binary neural firing model","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2773831028","doi":"https://doi.org/10.1109/icacci.2017.8125988","mag":"2773831028"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2017.8125988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2017.8125988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5006606922","display_name":"Anuar Dorzhigulov","orcid":"https://orcid.org/0009-0005-6475-5490"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Anuar Dorzhigulov","raw_affiliation_strings":["Bioinspired Microelectronic Systems Lab, Nazarbayev University, Astana"],"affiliations":[{"raw_affiliation_string":"Bioinspired Microelectronic Systems Lab, Nazarbayev University, Astana","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005689387","display_name":"Yerlan Berdaliyev","orcid":null},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Yerlan Berdaliyev","raw_affiliation_strings":["Bioinspired Microelectronic Systems Lab, Nazarbayev University, Astana"],"affiliations":[{"raw_affiliation_string":"Bioinspired Microelectronic Systems Lab, Nazarbayev University, Astana","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017719665","display_name":"Alex Pappachen James","orcid":null},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Alex Pappachen James","raw_affiliation_strings":["Bioinspired Microelectronic Systems Lab, Nazarbayev University, Astana"],"affiliations":[{"raw_affiliation_string":"Bioinspired Microelectronic Systems Lab, Nazarbayev University, Astana","institution_ids":["https://openalex.org/I60559429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006606922"],"corresponding_institution_ids":["https://openalex.org/I60559429"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16789902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"1098","last_page":"1102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9988999962806702,"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":0.9988999962806702,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9988999962806702,"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":0.9977999925613403,"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/thresholding","display_name":"Thresholding","score":0.753912091255188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6956230401992798},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6477936506271362},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.6338191628456116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6072538495063782},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5262474417686462},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5086416006088257},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.4847676157951355},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4760679602622986},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.4743584394454956},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46898752450942993},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44024857878685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4386882185935974},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4346757233142853},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.27722641825675964},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16154742240905762},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12843209505081177},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08378824591636658}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.753912091255188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6956230401992798},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6477936506271362},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.6338191628456116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6072538495063782},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5262474417686462},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5086416006088257},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.4847676157951355},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4760679602622986},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.4743584394454956},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46898752450942993},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44024857878685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4386882185935974},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4346757233142853},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.27722641825675964},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16154742240905762},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12843209505081177},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08378824591636658},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2017.8125988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2017.8125988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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":19,"referenced_works":["https://openalex.org/W1575739010","https://openalex.org/W1580963329","https://openalex.org/W2076015009","https://openalex.org/W2120920317","https://openalex.org/W2140358679","https://openalex.org/W2150688679","https://openalex.org/W2159896758","https://openalex.org/W2505371061","https://openalex.org/W2508829650","https://openalex.org/W2512130045","https://openalex.org/W2532178132","https://openalex.org/W2549538585","https://openalex.org/W2555627331","https://openalex.org/W2735009728","https://openalex.org/W2803783703","https://openalex.org/W2962752743","https://openalex.org/W2993281142","https://openalex.org/W4285719527","https://openalex.org/W6683138036"],"related_works":["https://openalex.org/W2953058328","https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W2116854923","https://openalex.org/W2750730210","https://openalex.org/W2236974868","https://openalex.org/W4312766348","https://openalex.org/W2050699221","https://openalex.org/W2155191322","https://openalex.org/W2148060698"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"an":[5],"analog":[6],"circuit":[7,49,66,85],"for":[8,26,50,75,82],"binary":[9],"neural":[10],"firing":[11,35],"model":[12],"that":[13,30],"can":[14,86,100],"extract":[15,128],"various":[16],"image":[17,139],"features.":[18],"Both":[19],"computational":[20],"and":[21,45,79,96,99,143],"hardware":[22],"models":[23],"were":[24],"designed":[25],"feature":[27],"extraction":[28],"algorithm":[29],"explores":[31],"the":[32,38,118,129,135],"dependency":[33],"of":[34,58,68,71,94,107],"rates":[36],"on":[37],"pixel":[39,53],"intensity":[40,54],"in":[41],"alignment":[42],"with":[43],"inhibition":[44,95],"excitation":[46,97],"principles.":[47],"The":[48,84,115],"translating":[51],"each":[52],"into":[55],"a":[56,63,69,91,105],"series":[57,70],"pulses":[59],"is":[60],"implemented":[61],"using":[62],"well":[64],"timed":[65],"consisting":[67],"difference":[72,116],"circuits,":[73],"comparators":[74],"thresholding,":[76],"memory":[77],"circuits":[78],"resistive":[80],"networks":[81],"averaging.":[83],"be":[87,101],"configured":[88],"to":[89,103,127,131],"select":[90],"required":[92],"number":[93],"pixels,":[98],"used":[102,126],"generate":[104],"range":[106],"filtered":[108],"signals":[109],"from":[110,120,134],"different":[111,121],"sized":[112,122],"filter":[113,123],"windows.":[114],"between":[117],"features":[119,133],"windows":[124],"are":[125],"fine":[130],"coarse":[132],"images":[136],"reflected":[137],"as":[138],"edges,":[140],"background":[141],"features,":[142],"object":[144],"textures.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}