23 citations · 48 across the 4 of their papers we have counts for
3 papers · 1 filter
A Compact, Low Power Transprecision ALU for Smart Edge Devices
Ayushi Dube, Gian Singh, Sarma Vrudhula
Transprecision computing (TC) is a promising approach for energy-efficient machine learning (ML) computation on resource-constrained platforms. This work presents a novel ASIC desi…
ECO-CHIP: Estimation of Carbon Footprint of Chiplet-based Architectures for Sustainable VLSI
Chetan Choppali Sudarshan, Nikhil Matkar, Sarma Vrudhula +2
Decades of progress in energy-efficient and low-power design have successfully reduced the operational carbon footprint in the semiconductor industry. However, this has led to an i…
A Configurable BNN ASIC using a Network of Programmable Threshold Logic Standard Cells
Ankit Wagle, Sunil Khatri, Sarma Vrudhula
This paper presents TULIP, a new architecture for a binary neural network (BNN) that uses an optimal schedule for executing the operations of an arbitrary BNN. It was constructed w…