64 citations · 256 across the 76 of their papers we have counts for
4 papers · 1 filter
Metastability-Resilient Synchronization FIFO for SFQ Logic
Gourav Datta, Haolin Cong, Souvik Kundu +1
Digital single-flux quantum (SFQ) technology promises to meet the demands of ultra low power and high speed computing needed for future exascale supercomputing systems. The combina…
Neural Network Training with Approximate Logarithmic Computations
Arnab Sanyal, Peter A. Beerel, Keith M. Chugg
The high computational complexity associated with training deep neural networks limits online and real-time training on edge devices. This paper proposed an end-to-end training and…
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs
Souvik Kundu, Saurav Prakash, Haleh Akrami +2
The high demand for computational and storage resources severely impede the deployment of deep convolutional neural networks (CNNs) in limited-resource devices. Recent CNN architec…
Automatic Conversion from Flip-flop to 3-phase Latch-based Designs
Huimei Cheng, Yichen Gu, Peter A. Beerel
Latch-based designs have many benefits over their flip-flop based counterparts but have limited use partially because most RTL specifications are flop-centric and automatic convers…