Nitin Rathi

发表

Practical Application of Taguchi and Hybrid Taguchi Methods for Optimization of Processing Parameters of Manufacturing Process for Improved Part Quality: A Review

D. S. Punjabi, Dr. M. L. Jain, Nitin Rathi, 2016 .

DIET-SNN: A Low-Latency Spiking Neural Network With Direct Input Encoding and Leakage and Threshold Optimization

K. Roy, Nitin Rathi, K. Roy, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware

I. Chakraborty, Abhronil Sengupta, P. Panda, 2022, ACM Computing Surveys.

Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware

I. Chakraborty, Abhronil Sengupta, P. Panda, 2022, ACM Comput. Surv..

DIET-SNN: Direct Input Encoding With Leakage and Threshold Optimization in Deep Spiking Neural Networks pdf

Kaushik Roy, Nitin Rathi, K. Roy, 2020, ArXiv.

Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation pdf

Kaushik Roy, Priyadarshini Panda, Gopalakrishnan Srinivasan, 2020, ICLR.

IMPULSE: A 65-nm Digital Compute-in-Memory Macro With Fused Weights and Membrane Potential for Spike-Based Sequential Learning Tasks

Kaushik Roy, Minsuk Koo, Akhilesh Jaiswal, 2021, IEEE Solid-State Circuits Letters.

Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations

Kaushik Roy, Priyadarshini Panda, Saima Sharmin, 2020, ECCV.

One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency pdf

Kaushik Roy, Sayeed Shafayet Chowdhury, Nitin Rathi, 2021, ArXiv.

Towards Ultra Low Latency Spiking Neural Networks for Vision and Sequential Tasks Using Temporal Pruning

Sayeed Shafayet Chowdhury, Kaushik Roy, Nitin Rathi, 2022, ECCV.

Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach

Catherine D. Schuman, Steven R. Young, Kaushik Roy, 2021, ICONS.

Efficiency attacks on spiking neural networks

A. Raghunathan, Sarada Krithivasan, Nitin Rathi, 2022, DAC.

Side channel attacks on STTRAM and low-overhead countermeasures

Anirudh Iyengar, Helia Naeimi, Swaroop Ghosh, 2016, 2016 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT).