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Career

· HDFC Bank Chair Professor In Banking And Finance, Institute of Economic Growth, Delhi (Current)2024–
· Visiting Fellow, University of Liverpool Management School, UK2014–2015
· Professor In Economics, Institute of Development Studies Kolkata - India2011–2024
· Associate Professor, Institute of Development Studies Kolkata - India2004–2011
· Associate Professor, Centre for Development Studies. Trivandrum, Kerala1996–2004
· Lecturer, North Bengal University, West Bengal1989–1996
· Doctor of Philosophy (Ph.D.), Economics, Calcutta University, Kolkata
· Master’s Degree, Economics, Calcutta University, Kolkata
· Bachelor’s Degree, Economics, Lady Brabourne College

Publications (81)

Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware
ACM Computing Surveys · 2022
211
cited
Toward Fast Neural Computing using All-Photonic Phase Change Spiking Neurons
Scientific Reports · 2018
163
cited
Pathways to efficient neuromorphic computing with non-volatile memory technologies
2020
148
cited
8T SRAM Cell as a Multibit Dot-Product Engine for Beyond Von Neumann Computing
IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2018
142
cited
IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array
IEEE Transactions on Circuits and Systems Part 1: Regular Papers · 2020
105
cited
GENIEx: A Generalized Approach to Emulating Non-Ideality in Memristive Xbars using Neural Networks
Design Automation Conference · 2020
90
cited
Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges
Proceedings of the IEEE · 2020
88
cited
A packaged silicon MEMS vibratory gyroscope for microspacecraft
Proceedings IEEE The Tenth Annual International Workshop on Micro Electro Mechanical Systems. An Investigation of Micro Structures, Sensors, Actuators, Machines and Robots · 1997
87
cited
Perovskite nickelates as bio-electronic interfaces
Nature Communications · 2019
82
cited
In-Memory Computing in Emerging Memory Technologies for Machine Learning: An Overview
Design Automation Conference · 2020
77
cited
Geochemistry of some banded iron-formations of the Archean supracrustals, Jharkhand-Orissa region, India
2007
70
cited
Photonic Spiking Neural Networks - From Devices to Systems
Physical Review Applied · 2018
69
cited
Technology Aware Training in Memristive Neuromorphic Systems for Nonideal Synaptic Crossbars
IEEE Transactions on Emerging Topics in Computational Intelligence · 2017
66
cited
Design, Analysis and Fabrication of a Vaporizing Liquid Micro-Thruster
1997
56
cited
Constructing energy-efficient mixed-precision neural networks through principal component analysis for edge intelligence
Nature Machine Intelligence · 2019
44
cited
Discretization Based Solutions for Secure Machine Learning Against Adversarial Attacks
IEEE Access · 2019
42
cited
Sole marks in storm event beds in the Permo-Carboniferous Talchir Formation, Raniganj Basin, India
2004
36
cited
Circuits and Architectures for In-Memory Computing-Based Machine Learning Accelerators
IEEE Micro · 2020
30
cited
Scaling Deep Spiking Neural Networks with Binary Stochastic Activations
2019 IEEE International Conference on Cognitive Computing (ICCC) · 2019
30
cited
A 35.5-127.2 TOPS/W Dynamic Sparsity-Aware Reconfigurable-Precision Compute-in-Memory SRAM Macro for Machine Learning
IEEE Solid-State Circuits Letters · 2021
26
cited
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