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
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;
Conference_Titel :
VLSI Design (VLSID), 2015 28th International Conference on
Conference_Location :
Bangalore
DOI :
10.1109/VLSID.2015.109
