{"id":"https://openalex.org/W2901502597","doi":"https://doi.org/10.1145/3286062.3286070","title":"Neural Networks Meet Physical Networks","display_name":"Neural Networks Meet Physical Networks","publication_year":2018,"publication_date":"2018-11-12","ids":{"openalex":"https://openalex.org/W2901502597","doi":"https://doi.org/10.1145/3286062.3286070","mag":"2901502597"},"language":"en","primary_location":{"id":"doi:10.1145/3286062.3286070","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3286062.3286070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Workshop on Hot Topics in Networks","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/A5024120306","display_name":"Sandeep Chinchali","orcid":"https://orcid.org/0000-0002-0601-3633"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sandeep P. Chinchali","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064300177","display_name":"Eyal Cidon","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eyal Cidon","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056763349","display_name":"Evgenya Pergament","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evgenya Pergament","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101737502","display_name":"Tianshu Chu","orcid":"https://orcid.org/0000-0002-9404-3348"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianshu Chu","raw_affiliation_strings":["Uhana, Inc"],"affiliations":[{"raw_affiliation_string":"Uhana, Inc","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112774230","display_name":"Sachin Katti","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sachin Katti","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024120306"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":5.7205,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.96481626,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9962999820709229,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8406504392623901},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.7021105289459229},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6487378478050232},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6202169060707092},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5830718874931335},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5283012390136719},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5050643086433411},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.448099821805954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43837636709213257},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.41609466075897217},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.333560049533844},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2271450161933899}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406504392623901},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.7021105289459229},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6487378478050232},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6202169060707092},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5830718874931335},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5283012390136719},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5050643086433411},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.448099821805954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43837636709213257},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.41609466075897217},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.333560049533844},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2271450161933899},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3286062.3286070","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3286062.3286070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Workshop on Hot Topics in Networks","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":38,"referenced_works":["https://openalex.org/W1514535095","https://openalex.org/W1757796397","https://openalex.org/W1845051632","https://openalex.org/W1994530392","https://openalex.org/W2065981956","https://openalex.org/W2073384958","https://openalex.org/W2076337359","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2114766824","https://openalex.org/W2121863487","https://openalex.org/W2145094598","https://openalex.org/W2154546286","https://openalex.org/W2154828437","https://openalex.org/W2165150801","https://openalex.org/W2194775991","https://openalex.org/W2411093439","https://openalex.org/W2467604901","https://openalex.org/W2491887302","https://openalex.org/W2559655401","https://openalex.org/W2605258629","https://openalex.org/W2612445135","https://openalex.org/W2734941459","https://openalex.org/W2744628735","https://openalex.org/W2769799194","https://openalex.org/W2785938317","https://openalex.org/W2792447253","https://openalex.org/W2885829265","https://openalex.org/W2887117815","https://openalex.org/W2919115771","https://openalex.org/W2959792658","https://openalex.org/W2962883027","https://openalex.org/W2964223234","https://openalex.org/W2964299589","https://openalex.org/W2997574889","https://openalex.org/W3102923851","https://openalex.org/W4211221179","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W2972511296"],"abstract_inverted_index":{"We":[0],"believe":[1],"that":[2],"most":[3],"future":[4],"video":[5,58,96],"uploaded":[6],"over":[7,63],"the":[8,42,48,64,71,75,88,112],"network":[9],"will":[10],"be":[11],"consumed":[12],"by":[13],"machines":[14],"for":[15,26,106,111],"sensing":[16,89,114],"tasks":[17],"such":[18,38,99],"as":[19,39,100],"automated":[20],"surveillance":[21],"and":[22,66,83],"mapping":[23],"rather":[24],"than":[25],"human":[27,107],"consumption.":[28],"Today's":[29],"systems":[30],"typically":[31],"collect":[32],"raw":[33],"data":[34,81,104],"from":[35,87],"distributed":[36],"sensors,":[37],"drones,":[40],"with":[41],"computer":[43],"vision":[44,76],"logic":[45],"implemented":[46],"in":[47],"cloud":[49,72],"using":[50,74],"deep":[51],"neural":[52],"networks":[53],"(DNNs).":[54],"They":[55],"use":[56],"standard":[57],"encoding":[59,82,97],"techniques,":[60],"send":[61,103],"it":[62,69],"network,":[65],"then":[67],"decompress":[68],"at":[70],"before":[73],"DNN.":[77],"In":[78],"other":[79],"words,":[80],"distribution":[84],"is":[85,92],"decoupled":[86],"goal.":[90,115],"This":[91],"bandwidth":[93],"inefficient":[94],"because":[95],"schemes,":[98],"MPEG4,":[101],"might":[102],"tailored":[105],"perception":[108],"but":[109],"irrelevant":[110],"overall":[113]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}