{"title":"用于延迟语音识别计算的并行VLSI神经系统设计","authors":"D. Zhang","doi":"10.1109/APDC.1997.574008","DOIUrl":null,"url":null,"abstract":"Neural system, as processors of time-sequence patterns, have been successfully applied to several speaker-dependent speech recognition computing. They can be efficiently implemented by a pipelined architecture. In this paper, parallel time-delay speech recognition computing for VLSI neural systems is presented. The system design methodology is to emphasize coordination between computational model, architectural description, and VLSI systolic implementation. Examples of time-delay speech recognition applications to VLSI neural system design and performance analysis are given to illustrate effectiveness of the parallel computation.","PeriodicalId":413925,"journal":{"name":"Proceedings. Advances in Parallel and Distributed Computing","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1997-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Parallel VLSI neural system design for time-delay speech recognition computing\",\"authors\":\"D. Zhang\",\"doi\":\"10.1109/APDC.1997.574008\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Neural system, as processors of time-sequence patterns, have been successfully applied to several speaker-dependent speech recognition computing. They can be efficiently implemented by a pipelined architecture. In this paper, parallel time-delay speech recognition computing for VLSI neural systems is presented. The system design methodology is to emphasize coordination between computational model, architectural description, and VLSI systolic implementation. Examples of time-delay speech recognition applications to VLSI neural system design and performance analysis are given to illustrate effectiveness of the parallel computation.\",\"PeriodicalId\":413925,\"journal\":{\"name\":\"Proceedings. Advances in Parallel and Distributed Computing\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1997-03-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings. Advances in Parallel and Distributed Computing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/APDC.1997.574008\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. Advances in Parallel and Distributed Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/APDC.1997.574008","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Parallel VLSI neural system design for time-delay speech recognition computing
Neural system, as processors of time-sequence patterns, have been successfully applied to several speaker-dependent speech recognition computing. They can be efficiently implemented by a pipelined architecture. In this paper, parallel time-delay speech recognition computing for VLSI neural systems is presented. The system design methodology is to emphasize coordination between computational model, architectural description, and VLSI systolic implementation. Examples of time-delay speech recognition applications to VLSI neural system design and performance analysis are given to illustrate effectiveness of the parallel computation.