Gopalakrishnan Srinivasan

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Publications

Citations

2.7K

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Active since

1997

Affiliations

Purdue University West Lafayette(Current)

Queen Mary University of London

University of Leeds

St James's University Hospital

The Christie NHS Foundation Trust

Gopalakrishnan Srinivasan is an author at Purdue University West Lafayette specializing in spiking neural networks, machine learning, and neural networks.

ORCID

Publications per year

1997–2023

Publications

Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures

Chankyu Lee, Syed Shakib Sarwar, Priyadarshini Panda et al. · Frontiers in Neuroscience · 2020 · 429 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network

Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy · 2020 · 314 citations

Computing, Computer Science, Computer Vision +12

Magnetic Tunnel Junction Based Long-Term Short-Term Stochastic Synapse for a Spiking Neural Network with On-Chip STDP Learning

Gopalakrishnan Srinivasan, Abhronil Sengupta, Kaushik Roy · Scientific Reports · 2016 · 217 citations · Full text

Life Sciences, Computer Systems, Electrical Engineering +17

Training Deep Spiking Convolutional Neural Networks With STDP-Based Unsupervised Pre-training Followed by Supervised Fine-Tuning

Chankyu Lee, Priyadarshini Panda, Gopalakrishnan Srinivasan et al. · Frontiers in Neuroscience · 2018 · 204 citations · Full text

Life Sciences, Computer Science, Computational Neuroscience +16

Statistical Texture Analysis

Gopalakrishnan Srinivasan, G. Shobha · Zenodo (CERN European Organization for Nuclear Research) · 2019 · 176 citations · Full text

Computing, Computer Science, Computer Vision +14

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