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):

Report Date:

2018-01-01

Pagination or Media Count:

73.0

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.

Subject Categories:

  • Computer Systems

Distribution Statement:

APPROVED FOR PUBLIC RELEASE