DocumentCode
3436294
Title
Tutorial T1: Neuromorphic Computing - Algorithms, Devices and Systems
Author
Rajendran, B. ; Ganguly, U. ; Suri, M.
Author_Institution
Indian Inst. of Technol., Bombay, Mumbai, India
fYear
2015
fDate
3-7 Jan. 2015
Firstpage
1
Lastpage
2
Abstract
Summary form only given. This tutorial is aimed to present an overview on the latest research thrusts in the field of Neuromorphic Computing. We will discuss some of the fundamental principles of computation employed by the brain, and algorithmic ideas that are currently being explored for various applications. We will then discuss new ideas that are being explored to mimic the core functional features of the human brain in area and power-efficient nanoscale materials and device systems. We will also discuss potential system level deployment of such technologies and how they outperform conventional computational systems.
Keywords
brain; neural chips; algorithmic idea; computational system; core functional feature; human brain; neuromorphic computing; power-efficient nanoscale material; system level deployment; Materials; Neuromorphics; Nonvolatile memory; Patents; Tutorials;
fLanguage
English
Publisher
ieee
Conference_Titel
VLSI Design (VLSID), 2015 28th International Conference on
Conference_Location
Bangalore
ISSN
1063-9667
Type
conf
DOI
10.1109/VLSID.2015.109
Filename
7031690
Link To Document