Search Results for author: Ankita Nandi

Found 2 papers, 0 papers with code

Process, Bias and Temperature Scalable CMOS Analog Computing Circuits for Machine Learning

no code implementations11 May 2022 Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur

Analog computing is attractive compared to digital computing due to its potential for achieving higher computational density and higher energy efficiency.

BIG-bench Machine Learning

Bias-Scalable Near-Memory CMOS Analog Processor for Machine Learning

no code implementations10 Feb 2022 Pratik Kumar, Ankita Nandi, Shantanu Chakrabartty, Chetan Singh Thakur

In this paper, we demonstrate the implementation of bias-scalable approximate analog computing circuits using the generalization of the margin-propagation principle called shape-based analog computing (S-AC).

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