conftrace_

Nitin Rathi

3 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze

Venues

ECCV (2) ICLR (1)

Top co-authors

Kaushik Roy (3) Priyadarshini Panda (2) Gopalakrishnan Srinivasan (1) Sayeed Shafayet Chowdhury (1) Saima Sharmin (1)

Research topics

Deep Learning (1) Machine Learning (1) Architectures (1) Core Methods (1) Optimization & Theory (1)

Keywords

image classification (1) neuromorphic hardware (1) spike-timing-dependent plasticity (1) spiking neural network (1) surrogate gradient (1)

Papers

Towards Ultra Low Latency Spiking Neural Networks for Vision and Sequential Tasks Using Temporal Pruning ECCV 2022 Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation ICLR 2020 Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations ECCV 2020