Accession Number : AD1045820


Title :   Analog Integrated Circuit Design for Spike Time Dependent Encoder and Reservoir in Reservoir Computing Processors


Descriptive Note : Technical Report,01 Feb 2016,01 Sep 2017


Corporate Author : University of Kansas Center for Research, Inc. Lawrence United States


Personal Author(s) : Yi,Yang


Full Text : https://apps.dtic.mil/dtic/tr/fulltext/u2/1045820.pdf


Report Date : 01 Jan 2018


Pagination or Media Count : 73


Abstract : The objective of this effort was to: (a) develop novel and fundamental methodologies for data representation using hardware-based spike timing dependent encoding for neuromorphic processors; (b) build a new design of computationally efficient delay-based reservoirs that meet the requirements of high dimensionality and finite memory. This project resulted in an agile analog integrated circuit design of a spike-time encoding circuit as a signal conditioner and electronic reservoir as a dynamic processor for the reservoir computing systems. This is a multidisciplinary effort bridged high-performance computing, nanotechnology, and integrated circuits and systems.


Descriptors :   integrated circuits , COMPUTING SYSTEM ARCHITECTURES , NEURONS


Subject Categories : Computer Systems


Distribution Statement : APPROVED FOR PUBLIC RELEASE