Nitin Rathi - RankMe

24 papers A* 2A 2Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	LITE-SNN: Leveraging Inherent Dynamics to Train Energy-Efficient Spiking Neural Networks for Sequential Learning. IEEE Trans. Cogn. Dev. Syst. Nitin Rathi, Kaushik Roy
2023	J	`jnl`	DIET-SNN: A Low-Latency Spiking Neural Network With Direct Input Encoding and Leakage and Threshold Optimization. IEEE Trans. Neural Networks Learn. Syst. Nitin Rathi, Kaushik Roy
2023	J	`jnl`	Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware. ACM Comput. Surv. Nitin Rathi, Indranil Chakraborty, Adarsh Kosta, Abhronil Sengupta, Aayush Ankit, Priyadarshini Panda, Kaushik Roy
2022	A*	`conf`	Efficiency attacks on spiking neural networks. DAC Sarada Krithivasan, Sanchari Sen, Nitin Rathi, Kaushik Roy, Anand Raghunathan
2022	—	`conf`	Towards Ultra Low Latency Spiking Neural Networks for Vision and Sequential Tasks Using Temporal Pruning. ECCV (11) Sayeed Shafayet Chowdhury, Nitin Rathi, Kaushik Roy
2021	—	`conf`	Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach. ICONS Maryam Parsa, Catherine D. Schuman, Nitin Rathi, Amirkoushyar Ziabari, Derek C. Rose, J. Parker Mitchell, J. Travis Johnston, Bill Kay, Steven R. Young, Kaushik Roy
2021	A	`conf`	Exploring Spike-Based Learning for Neuromorphic Computing: Prospects and Perspectives. DATE Nitin Rathi, Amogh Agrawal, Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy
2021	J	`jnl`	IMPULSE: A 65nm Digital Compute-in-Memory Macro with Fused Weights and Membrane Potential for Spike-based Sequential Learning Tasks. CoRR Amogh Agrawal, Mustafa Fayez Ali, Minsuk Koo, Nitin Rathi, Akhilesh Jaiswal, Kaushik Roy
2021	J	`jnl`	One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency. CoRR Sayeed Shafayet Chowdhury, Nitin Rathi, Kaushik Roy
2021	J	`jnl`	STDP Based Unsupervised Multimodal Learning With Cross-Modal Processing in Spiking Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. Nitin Rathi, Kaushik Roy
2020	J	`jnl`	DIET-SNN: Direct Input Encoding With Leakage and Threshold Optimization in Deep Spiking Neural Networks. CoRR Nitin Rathi, Kaushik Roy
2020	A*	`conf`	Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation. ICLR Nitin Rathi, Gopalakrishnan Srinivasan, Priyadarshini Panda, Kaushik Roy
2020	J	`jnl`	Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation. CoRR Nitin Rathi, Gopalakrishnan Srinivasan, Priyadarshini Panda, Kaushik Roy
2020	J	`jnl`	Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations. CoRR Saima Sharmin, Nitin Rathi, Priyadarshini Panda, Kaushik Roy
2020	—	`conf`	Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-linear Activations. ECCV (29) Saima Sharmin, Nitin Rathi, Priyadarshini Panda, Kaushik Roy
2019	J	`jnl`	Cache Bypassing and Checkpointing to Circumvent Data Security Attacks on STTRAM. IEEE Trans. Emerg. Top. Comput. Seyedhamidreza Motaman, Swaroop Ghosh, Nitin Rathi
2019	J	`jnl`	STDP-Based Pruning of Connections and Weight Quantization in Spiking Neural Networks for Energy-Efficient Recognition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Nitin Rathi, Priyadarshini Panda, Kaushik Roy
2018	J	`jnl`	Magnetic Tunnel Junction Reliability Assessment Under Process Variations and Activity Factors and Mitigation Techniques. J. Low Power Electron. Anirudh Srikant Iyengar, Swaroop Ghosh, Nitin Rathi
2017	J	`jnl`	STDP Based Pruning of Connections and Weight Quantization in Spiking Neural Networks for Energy Efficient Recognition. CoRR Nitin Rathi, Priyadarshini Panda, Kaushik Roy
2016	J	`jnl`	Cache Bypassing and Checkpointing to Circumvent Data Security Attacks on STTRAM. CoRR Nitin Rathi, Asmit De, Helia Naeimi, Swaroop Ghosh
2016	—	`conf`	Data privacy in non-volatile cache: Challenges, attack models and solutions. ASP-DAC Nitin Rathi, Swaroop Ghosh, Anirudh Iyengar, Helia Naeimi
2016	J	`jnl`	Side Channel Attacks on STTRAM and Low-Overhead Countermeasures. CoRR Nitin Rathi, Helia Naeimi, Swaroop Ghosh
2016	—	`conf`	Side channel attacks on STTRAM and low-overhead countermeasures. DFT Anirudh Iyengar, Swaroop Ghosh, Nitin Rathi, Helia Naeimi
2015	A	`conf`	Impact of process-variations in STTRAM and adaptive boosting for robustness. DATE Seyedhamidreza Motaman, Swaroop Ghosh, Nitin Rathi