Accession Number : AD1050743

Title :   A Study of the Charge Trap Transistor (CTT) for Post-Fab Modification of Wafers

Descriptive Note : Technical Report,13 Jun 2016,13 Dec 2017

Corporate Author : University of California Los Angeles Los Angeles United States

Personal Author(s) : Iyer,Subramanian S

Full Text :

Report Date : 01 Apr 2018

Pagination or Media Count : 51

Abstract : This report summarizes a year-long study on the applicability of the charge trap transistor (CTT) for embedded memory applications. Two case uses are considered (1) as a digital multi-time programmable memory and (2) as are programmable analog memory. Experimental data reveals that a CTT for analog memory applications possesses promising characteristics for implementing synapses in neural networks, such as spike-timing dependent plasticity, very fine tunability, weight-dependent plasticity, and low power consumption. Ongoing efforts include the design and tape out of a CTT-based neuromorphic chip for digit recognition, and more elaborate designs that address programming time, scalability, power/area reduction, redundancy, unsupervised learning, etc. in the long-term.

Descriptors :   complementary metaloxide semiconductors , unsupervised machine learning , artificial neural networks , accuracy , logic gates , energy consumption , memory devices , experimental data , reliability , computer programming , dielectrics , transistors , wafers

Subject Categories : Electrical and Electronic Equipment

Distribution Statement : APPROVED FOR PUBLIC RELEASE