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

by Gopalakrishnan Srinivasan, Kaushik Roy
Published 2019-03-01

Reinforcement Learning With Low-Complexity Liquid State Machines

by Wachirawit Ponghiran, Gopalakrishnan Srinivasan, Kaushik Roy
Published 2019-08-01

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

by Gopalakrishnan Srinivasan, Priyadarshini Panda, Kaushik Roy
Published 2018-08-01

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

by Parami Wijesinghe, Gopalakrishnan Srinivasan, Priyadarshini Panda, Kaushik Roy
Published 2019-05-01

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

by Chankyu Lee, Priyadarshini Panda, Gopalakrishnan Srinivasan, Kaushik Roy
Published 2018-08-01

Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures

by Chankyu Lee, Syed Shakib Sarwar, Priyadarshini Panda, Gopalakrishnan Srinivasan, Kaushik Roy
Published 2020-02-01

Comparison of the Efficacy of Septoplasty with NonSurgical Management in Improving Nasal Obstruction in Patients with Deviated Nasal Septum - A Randomized Clinical Trial

by Dharanya Gopalakrishnan Srinivasan, Jyotirmay Hegde, Karthikeyan Ramasamy, Kalaiarasi Raja, Sathish Rajaa, Sivaraman Ganesan, Prabu Velayutham, Arun Alexander, Sunil Kumar Saxena
Published 2021-08-01

Perovskite neural trees

by Hai-Tian Zhang, Tae Joon Park, Ivan A. Zaluzhnyy, Qi Wang, Shakti Nagnath Wadekar, Sukriti Manna, Robert Andrawis, Peter O. Sprau, Yifei Sun, Zhen Zhang, Chengzi Huang, Hua Zhou, Zhan Zhang, Badri Narayanan, Gopalakrishnan Srinivasan, Nelson Hua, Evgeny Nazaretski, Xiaojing Huang, Hanfei Yan, Mingyuan Ge, Yong S. Chu, Mathew J. Cherukara, Martin V. Holt, Muthu Krishnamurthy, Oleg G. Shpyrko, Subramanian K.R.S. Sankaranarayanan, Alex Frano, Kaushik Roy, Shriram Ramanathan
Published 2020-05-01