most citedTime-multiplexed In-memory computation scheme for mapping Quantized Neural Networks on hybrid CMOS-OxRAM building blocks

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022

Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study

Khushal Sethi, Vivek Parmar, Manan Suri

Deep learning research has generated widespread interest leading to emergence of a large variety of technological innovations and applications. As significant proportion of deep le…

cs.ET2022★ 3 cited

Time-multiplexed In-memory computation scheme for mapping Quantized Neural Networks on hybrid CMOS-OxRAM building blocks

Sandeep Kaur Kingra, Vivek Parmar, Manoj Sharma +1

In this work, we experimentally demonstrate two key building blocks for realizing Binary/Ternary Neural Networks (BNNs/TNNs): (i) 130 nm CMOS based sigmoidal neurons and (ii) HfOx…