Sunanda Thunder

collaborators

3 papers

cs.ET2022

3T-1R Analog Write and Digital Read of MRAM for RNG and Low Power Memory Application

Thomas Egler, Hans Dittmann, Sunanda Thunder +1

This work represents integration of MTJ with 30nm FinFET for low voltage analog write operations and readout optimization for the p-bit or true random number generator (TRNG), wher…

cs.ET2022

Variation Aware Training of Hybrid Precision Neural Networks with 28nm HKMG FeFET Based Synaptic Core

Sunanda Thunder, Po-Tsang Huang

This work proposes a hybrid-precision neural network training framework with an eNVM based computational memory unit executing the weighted sum operation and another SRAM unit, whi…

cs.ET2021

Ultra Low Power 3D-Embedded Convolutional Neural Network Cube Based on $α$ -IGZO Nanosheet and Bi-Layer Resistive Memory

Sunanda Thunder, Parthasarathi Pal, Yeong-Her Wang +1

In this paper we propose and evaluate the performance of a 3D-embedded neuromorphic computation block based on indium gallium zinc oxide ( $α$ -IGZO) based nanosheet transistor and b…

3T-1R Analog Write and Digital Read of MRAM for RNG and Low Power Memory Application

Variation Aware Training of Hybrid Precision Neural Networks with 28nm HKMG FeFET Based Synaptic Core

Ultra Low Power 3D-Embedded Convolutional Neural Network Cube Based on α-IGZO Nanosheet and Bi-Layer Resistive Memory

Ultra Low Power 3D-Embedded Convolutional Neural Network Cube Based on $α$ -IGZO Nanosheet and Bi-Layer Resistive Memory