Chankyu Lee

Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures

Chankyu Lee, Syed Shakib Sarwar, Priyadarshini Panda et al. · Frontiers in Neuroscience · 2020 · 418 citations · Full text

X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories

Amogh Agrawal, Akhilesh Jaiswal, Chankyu Lee et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2018 · 295 citations · Full text

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

Chankyu Lee, Priyadarshini Panda, Gopalakrishnan Srinivasan et al. · Frontiers in Neuroscience · 2018 · 199 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +21

Deep Spiking Convolutional Neural Network Trained With Unsupervised Spike-Timing-Dependent Plasticity

Chankyu Lee, Gopalakrishnan Srinivasan, Priyadarshini Panda et al. · IEEE Transactions on Cognitive and Developmental Systems · 2018 · 146 citations

Engineering, Neural Networks (Machine Learning), Social Sciences +22

Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures

Chankyu Lee, Syed Shakib Sarwar, Kaushik Roy · arXiv (Cornell University) · 2019 · 41 citations · Full text

Engineering, Machine Learning, Neurochip +16