{"id":"https://openalex.org/W4311224387","doi":"https://doi.org/10.1109/icecs202256217.2022.9970951","title":"GLAAPE: Graph Learning Assisted Average Power Estimation for Gate-level Combinational Designs","display_name":"GLAAPE: Graph Learning Assisted Average Power Estimation for Gate-level Combinational Designs","publication_year":2022,"publication_date":"2022-10-24","ids":{"openalex":"https://openalex.org/W4311224387","doi":"https://doi.org/10.1109/icecs202256217.2022.9970951"},"language":"en","primary_location":{"id":"doi:10.1109/icecs202256217.2022.9970951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs202256217.2022.9970951","pdf_url":null,"source":{"id":"https://openalex.org/S4363607963","display_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","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/A5039455965","display_name":"M B Rakesh","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rakesh M B","raw_affiliation_strings":["IIT Hyderabad,Department of Electrical Engineering,India","Department of Electrical Engineering, IIT Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIT Hyderabad,Department of Electrical Engineering,India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Electrical Engineering, IIT Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055874824","display_name":"Sai Pranav K R","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sai Pranav K R","raw_affiliation_strings":["IIT Hyderabad,Department of Electrical Engineering,India","Department of Electrical Engineering, IIT Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIT Hyderabad,Department of Electrical Engineering,India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Electrical Engineering, IIT Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052017511","display_name":"Pabitra Das","orcid":"https://orcid.org/0000-0002-3511-5671"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pabitra Das","raw_affiliation_strings":["IIT Hyderabad,Department of Electrical Engineering,India","Department of Electrical Engineering, IIT Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIT Hyderabad,Department of Electrical Engineering,India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Electrical Engineering, IIT Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044085104","display_name":"Amit Acharyya","orcid":"https://orcid.org/0000-0002-5636-0676"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Acharyya","raw_affiliation_strings":["IIT Hyderabad,Department of Electrical Engineering,India","Department of Electrical Engineering, IIT Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIT Hyderabad,Department of Electrical Engineering,India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Electrical Engineering, IIT Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039455965"],"corresponding_institution_ids":["https://openalex.org/I65181880"],"apc_list":null,"apc_paid":null,"fwci":2.5751,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91606353,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","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/T10363","display_name":"Low-power high-performance VLSI design","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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9980999827384949,"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/netlist","display_name":"Netlist","score":0.8612107038497925},{"id":"https://openalex.org/keywords/combinational-logic","display_name":"Combinational logic","score":0.8289738297462463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340174674987793},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5974248647689819},{"id":"https://openalex.org/keywords/register-transfer-level","display_name":"Register-transfer level","score":0.5022952556610107},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4148578643798828},{"id":"https://openalex.org/keywords/logic-synthesis","display_name":"Logic synthesis","score":0.40137314796447754},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3952752947807312},{"id":"https://openalex.org/keywords/logic-gate","display_name":"Logic gate","score":0.38517478108406067},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1514810025691986}],"concepts":[{"id":"https://openalex.org/C177650935","wikidata":"https://www.wikidata.org/wiki/Q1760303","display_name":"Netlist","level":2,"score":0.8612107038497925},{"id":"https://openalex.org/C81409106","wikidata":"https://www.wikidata.org/wiki/Q76505","display_name":"Combinational logic","level":3,"score":0.8289738297462463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340174674987793},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5974248647689819},{"id":"https://openalex.org/C34854456","wikidata":"https://www.wikidata.org/wiki/Q1484552","display_name":"Register-transfer level","level":4,"score":0.5022952556610107},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4148578643798828},{"id":"https://openalex.org/C157922185","wikidata":"https://www.wikidata.org/wiki/Q173198","display_name":"Logic synthesis","level":3,"score":0.40137314796447754},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3952752947807312},{"id":"https://openalex.org/C131017901","wikidata":"https://www.wikidata.org/wiki/Q170451","display_name":"Logic gate","level":2,"score":0.38517478108406067},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1514810025691986},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecs202256217.2022.9970951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs202256217.2022.9970951","pdf_url":null,"source":{"id":"https://openalex.org/S4363607963","display_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325255","display_name":"Ministry of Electronics and Information technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2028471996","https://openalex.org/W2112173236","https://openalex.org/W2132022337","https://openalex.org/W2242458479","https://openalex.org/W2945759188","https://openalex.org/W2945802982","https://openalex.org/W3080555959","https://openalex.org/W3092027164","https://openalex.org/W3200354549","https://openalex.org/W4205854714","https://openalex.org/W4243164749","https://openalex.org/W4294558607","https://openalex.org/W4295312788","https://openalex.org/W6738964360","https://openalex.org/W6766978945","https://openalex.org/W6781932242","https://openalex.org/W6805846189"],"related_works":["https://openalex.org/W2498204369","https://openalex.org/W2543290882","https://openalex.org/W2132665983","https://openalex.org/W2109670648","https://openalex.org/W1964556228","https://openalex.org/W2000778050","https://openalex.org/W2157874690","https://openalex.org/W2540275465","https://openalex.org/W1591214607","https://openalex.org/W2157277696"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"GLAAPE,":[3],"a":[4,124,153,160],"novel":[5],"graph":[6],"learning-assisted":[7],"neural":[8],"network":[9],"model":[10,136],"that":[11],"enables":[12],"fast,":[13],"accurate,":[14],"and":[15,45,70,148,168,175],"transferable":[16],"estimation":[17,99,116,121],"of":[18,56,66,75,88,127,156,163,178],"average":[19,36,73,119],"power":[20,74,98,120],"in":[21],"gate-level":[22,89,97],"combinational":[23,67],"designs":[24],"from":[25,79],"Register":[26],"Transfer":[27],"Level":[28],"(RTL)":[29],"simulation.":[30,90],"GLAAPE":[31,60,93,110,132],"learns":[32],"to":[33,138,144],"propagate":[34],"the":[35,42,57,62,72,76,86,95,112,134,140,146,173],"toggle":[37,64,142],"rates":[38,65,143],"by":[39,122],"effectively":[40],"embedding":[41],"structural":[43],"information":[44],"logical":[46],"function":[47],"feature":[48],"values":[49],"as":[50],"vectors":[51],"on":[52,106],"each":[53],"logic":[54,68],"cell":[55],"netlist":[58],"file.":[59],"predicts":[61],"output":[63,141],"cells":[69],"hence":[71],"benchmark":[77,164],"circuits":[78,165],"inputs":[80],"obtained":[81],"through":[82],"RTL":[83,114],"simulation":[84],"without":[85],"requirement":[87],"We":[91,129,158],"evaluate":[92],"with":[94,133,152],"commercial":[96,113],"tool":[100,117],"for":[101,118,166],"inference":[102],"throughput,":[103],"which":[104],"is,":[105],"average,":[107],"15.69X":[108],"faster.":[109],"outperforms":[111],"Power":[115],"achieving":[123],"mean":[125,154],"improvement":[126,155],"25.28%.":[128],"also":[130],"compare":[131],"state-of-the-art":[135],"GRANNITE":[137],"predict":[139],"demonstrate":[145],"transferability":[147],"achieve":[149],"better":[150],"accuracy":[151],"13.95%.":[157],"consider":[159],"good":[161],"range":[162],"analysis,":[167],"our":[169],"experimental":[170],"results":[171],"show":[172],"generalization":[174],"efficacy":[176],"capability":[177],"GLAAPE.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
