ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing

por Srinivasan, Gopalakrishnan, Roy, Kaushik
Publicado 2019

BlocTrain: Block-Wise Conditional Training and Inference for Efficient Spike-Based Deep Learning

por Srinivasan, Gopalakrishnan, Roy, Kaushik
Publicado 2021

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

por Srinivasan, Gopalakrishnan, Sengupta, Abhronil, Roy, Kaushik
Publicado 2016

SpiLinC: Spiking Liquid-Ensemble Computing for Unsupervised Speech and Image Recognition

por Srinivasan, Gopalakrishnan, Panda, Priyadarshini, Roy, Kaushik
Publicado 2018

Reinforcement Learning With Low-Complexity Liquid State Machines

por Ponghiran, Wachirawit, Srinivasan, Gopalakrishnan, Roy, Kaushik
Publicado 2019

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

por Lee, Chankyu, Panda, Priyadarshini, Srinivasan, Gopalakrishnan, Roy, Kaushik
Publicado 2018

Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines

por Wijesinghe, Parami, Srinivasan, Gopalakrishnan, Panda, Priyadarshini, Roy, Kaushik
Publicado 2019

Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures

por Lee, Chankyu, Sarwar, Syed Shakib, Panda, Priyadarshini, Srinivasan, Gopalakrishnan, Roy, Kaushik
Publicado 2020

Effect of the COVID-19 pandemic on cancer treatment and research

por Saini, Kamal S, de las Heras, Begoña, de Castro, Javier, Venkitaraman, Ramachandran, Poelman, Martine, Srinivasan, Gopalakrishnan, Saini, Monika Lamba, Verma, Sanjeev, Leone, Manuela, Aftimos, Philippe, Curigliano, Giuseppe
Publicado 2020

Perovskite neural trees

por Zhang, Hai-Tian, Park, Tae Joon, Zaluzhnyy, Ivan A., Wang, Qi, Wadekar, Shakti Nagnath, Manna, Sukriti, Andrawis, Robert, Sprau, Peter O., Sun, Yifei, Zhang, Zhen, Huang, Chengzi, Zhou, Hua, Zhang, Zhan, Narayanan, Badri, Srinivasan, Gopalakrishnan, Hua, Nelson, Nazaretski, Evgeny, Huang, Xiaojing, Yan, Hanfei, Ge, Mingyuan, Chu, Yong S., Cherukara, Mathew J., Holt, Martin V., Krishnamurthy, Muthu, Shpyrko, Oleg G., Sankaranarayanan, Subramanian K.R.S., Frano, Alex, Roy, Kaushik, Ramanathan, Shriram
Publicado 2020