{"id":"https://openalex.org/W2162054546","doi":"https://doi.org/10.1109/iwcmc.2011.5982732","title":"A design methodology for energy aware neural networks","display_name":"A design methodology for energy aware neural networks","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2162054546","doi":"https://doi.org/10.1109/iwcmc.2011.5982732","mag":"2162054546"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc.2011.5982732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc.2011.5982732","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 7th International Wireless Communications and Mobile Computing Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5048456765","display_name":"Mehiar Dabbagh","orcid":"https://orcid.org/0000-0002-3253-9321"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mehiar Dabbagh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088085383","display_name":"Hazem Hajj","orcid":"https://orcid.org/0000-0002-9954-7924"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Hazem Hajj","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060737319","display_name":"Ali Chehab","orcid":"https://orcid.org/0000-0002-1939-2740"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Ali Chehab","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wassim El-Hajj","orcid":null},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Wassim El-Hajj","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074578100","display_name":"Ayman Kayssi","orcid":"https://orcid.org/0000-0002-0569-1395"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Ayman Kayssi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038988201","display_name":"Mohammad M. Mansour","orcid":"https://orcid.org/0000-0002-8316-1330"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mohammad Mansour","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98635879"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1333","last_page":"1340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9975000023841858,"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/T12676","display_name":"Machine Learning and ELM","score":0.9968000054359436,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.993399977684021,"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":0.824908971786499},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7151849269866943},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6114757657051086},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5616851449012756},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5596649646759033},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5086160898208618},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4551132321357727},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.4301775097846985},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.41740667819976807},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3853100538253784},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36214929819107056},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33753955364227295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17199820280075073},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10209232568740845},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09245732426643372},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08167344331741333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.824908971786499},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7151849269866943},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6114757657051086},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5616851449012756},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5596649646759033},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5086160898208618},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4551132321357727},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.4301775097846985},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.41740667819976807},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3853100538253784},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36214929819107056},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33753955364227295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17199820280075073},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10209232568740845},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09245732426643372},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08167344331741333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc.2011.5982732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc.2011.5982732","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 7th International Wireless Communications and Mobile Computing Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2043047360","https://openalex.org/W2047844211","https://openalex.org/W2062652009","https://openalex.org/W2109722477","https://openalex.org/W2110333324","https://openalex.org/W2115108223","https://openalex.org/W2136826894","https://openalex.org/W2140190241","https://openalex.org/W2153822094","https://openalex.org/W2285257517","https://openalex.org/W2615865818","https://openalex.org/W4254295967","https://openalex.org/W6676367512"],"related_works":["https://openalex.org/W3034529322","https://openalex.org/W2113597336","https://openalex.org/W2115913271","https://openalex.org/W2155505549","https://openalex.org/W2357479218","https://openalex.org/W1819546284","https://openalex.org/W2043253324","https://openalex.org/W2018648706","https://openalex.org/W179829755","https://openalex.org/W4293061881"],"abstract_inverted_index":{"The":[0,102,116,172],"increasing":[1],"demand":[2],"for":[3,36,50,110,142,160],"mobile":[4],"devices":[5,21],"and":[6,132,196],"high":[7,45],"performance":[8,41,143,195],"computing":[9,42],"has":[10,43],"made":[11],"energy":[12,49,73,113,145,167,198,208,216],"consumption":[13],"a":[14,44,58,80,107,150],"main":[15],"issue":[16],"in":[17,129,137,153,207,224],"computer":[18,66],"technology.":[19],"Mobile":[20],"require":[22],"extended":[23],"battery":[24,81],"life,":[25],"but":[26,182],"the":[27,34,38,65,77,96,130,164,186,194,211,225,228],"available":[28],"technology":[29],"still":[30],"puts":[31],"limits":[32],"on":[33,48,89,163],"need":[35],"recharging":[37],"devices.":[39],"High":[40],"price":[46],"tag":[47],"compute-intensive":[51,98],"applications":[52],"such":[53],"as":[54],"data":[55,99],"mining.":[56],"As":[57],"result,":[59],"optimizations":[60,177,221],"at":[61],"various":[62],"layers":[63],"of":[64,95,213,227],"platform":[67],"are":[68,126,158,183,190,204],"becoming":[69],"necessary":[70],"to":[71,83,105,149,180,185,192],"minimize":[72],"usage":[74],"or":[75,144,218],"extend":[76],"time":[78],"before":[79],"needs":[82],"be":[84,135],"recharged.":[85],"This":[86],"paper":[87],"focuses":[88],"back-propagation":[90,187],"neural":[91],"network":[92],"algorithm,":[93,131],"one":[94],"popular":[97],"mining":[100],"algorithms.":[101],"goal":[103],"is":[104],"present":[106],"design":[108],"methodology":[109,173],"developing":[111],"an":[112],"aware":[114],"algorithm.":[115,188],"key":[117],"idea":[118],"revolves":[119],"around":[120],"identifying":[121],"operations":[122],"called":[123],"kernels,":[124,181],"which":[125],"frequently":[127],"used":[128],"that":[133,202],"can":[134],"implemented":[136],"hardware.":[138],"Optimizing":[139],"these":[140,154],"kernels":[141,157,217],"would":[146],"then":[147,174],"lead":[148],"major":[151],"impact":[152,162],"areas.":[155],"These":[156],"analyzed":[159],"their":[161],"overall":[165],"application":[166],"using":[168],"energy-based":[169],"asymptotic":[170],"analysis.":[171],"considers":[175],"additional":[176],"not":[178],"related":[179],"specific":[184],"Suggestions":[189],"provided":[191],"improve":[193],"reduce":[197],"consumption.":[199],"Experiments":[200],"show":[201],"there":[203],"significant":[205],"potentials":[206],"reduction":[209],"through":[210,219],"use":[212],"alternative":[214],"lower":[215],"custom":[220],"with":[222],"tradeoffs":[223],"accuracy":[226],"results.":[229]},"counts_by_year":[{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
