{"title":"异步脉冲处理的神经形态混合信号电路","authors":"P. Petre, J. Cruz-Albrecht","doi":"10.1109/ICRC.2016.7738686","DOIUrl":null,"url":null,"abstract":"We demonstrate a software reconfigurable mixed-signal Printed Circuit Board (PCB) prototype and a custom mixed-signal Application Specific Integrated Circuit (ASIC) prototype of a cognitive signal processor using neuromorphic methods to perform adaptive nonlinear filtering based real-time wideband signal processing algorithms. The cognitive processor effectively implements a trending computing paradigm called Reservoir Computer (RC). Hardware implementation of the RC is achieved by a novel analog signal processor architecture called the Asynchronous Pulse Processor (APP).","PeriodicalId":387008,"journal":{"name":"2016 IEEE International Conference on Rebooting Computing (ICRC)","volume":"415 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Neuromorphic mixed-signal circuitry for Asynchronous Pulse Processing\",\"authors\":\"P. Petre, J. Cruz-Albrecht\",\"doi\":\"10.1109/ICRC.2016.7738686\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We demonstrate a software reconfigurable mixed-signal Printed Circuit Board (PCB) prototype and a custom mixed-signal Application Specific Integrated Circuit (ASIC) prototype of a cognitive signal processor using neuromorphic methods to perform adaptive nonlinear filtering based real-time wideband signal processing algorithms. The cognitive processor effectively implements a trending computing paradigm called Reservoir Computer (RC). Hardware implementation of the RC is achieved by a novel analog signal processor architecture called the Asynchronous Pulse Processor (APP).\",\"PeriodicalId\":387008,\"journal\":{\"name\":\"2016 IEEE International Conference on Rebooting Computing (ICRC)\",\"volume\":\"415 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE International Conference on Rebooting Computing (ICRC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICRC.2016.7738686\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE International Conference on Rebooting Computing (ICRC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRC.2016.7738686","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Neuromorphic mixed-signal circuitry for Asynchronous Pulse Processing
We demonstrate a software reconfigurable mixed-signal Printed Circuit Board (PCB) prototype and a custom mixed-signal Application Specific Integrated Circuit (ASIC) prototype of a cognitive signal processor using neuromorphic methods to perform adaptive nonlinear filtering based real-time wideband signal processing algorithms. The cognitive processor effectively implements a trending computing paradigm called Reservoir Computer (RC). Hardware implementation of the RC is achieved by a novel analog signal processor architecture called the Asynchronous Pulse Processor (APP).