49 citations · 191 across the 35 of their papers we have counts for
3 papers · 1 filter
Efficient and Fault-Tolerant Memristive Neural Networks with In-Situ Training
Santlal Prajapat, Manobendra Nath Mondal, Susmita Sur-Kolay
Neuromorphic architectures, which incorporate parallel and in-memory processing, are crucial for accelerating artificial neural network (ANN) computations. This work presents a nov…
Efficient Memristive Spiking Neural Networks Architecture with Supervised In-Situ STDP Method
Santlal Prajapati, Susmita Sur-Kolay, Soumyadeep Dutta
Memristor-based Spiking Neural Networks (SNNs) with temporal spike encoding enable ultra-low-energy computation, making them ideal for battery-powered intelligent devices. This pap…
Linear Nearest Neighbor Synthesis of Reversible Circuits by Graph Partitioning
Amlan Chakrabarti, Susmita Sur-Kolay, Ayan Chaudhury
Linear Nearest Neighbor (LNN) synthesis in reversible circuits has emerged as an important issue in terms of technological implementation for quantum computation. The objective is…