Bing Han

13 papers A* 2B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2022 A* conf
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing.
AAAI
Bing Han, Cheng Wang, Kaushik Roy
2021 J jnl
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing.
CoRR
Bing Han, Cheng Wang, Kaushik Roy
2020 — conf
Deep Spiking Neural Network: Energy Efficiency Through Time Based Coding.
ECCV (10)
Bing Han, Kaushik Roy
2020 A* conf
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network.
CVPR
Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy
2020 J jnl
RMP-SNNs: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Networks.
CoRR
Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy
2019 J jnl
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays.
IEEE Trans. Circuits Syst. I Regul. Pap.
Amogh Agrawal, Akhilesh Jaiswal, Deboleena Roy, Bing Han, Gopalakrishnan Srinivasan, Aayush Ankit, Kaushik Roy
2018 J jnl
Cross-Layer Design Exploration for Energy-Quality Tradeoffs in Spiking and Non-Spiking Deep Artificial Neural Networks.
IEEE Trans. Multi Scale Comput. Syst.
Bing Han, Aayush Ankit, Abhronil Sengupta, Kaushik Roy
2018 J jnl
DeltaFrame-BP: An Algorithm Using Frame Difference for Deep Convolutional Neural Networks Training and Inference on Video Data.
IEEE Trans. Multi Scale Comput. Syst.
Bing Han, Kaushik Roy
2018 J jnl
Energy Efficient Neural Computing: A Study of Cross-Layer Approximations.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Bing Han, Parami Wijesinghe, Akhilesh Jaiswal, Priyadarshini Panda, Anand Raghunathan, Kaushik Roy
2018 J jnl
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays.
CoRR
Amogh Agrawal, Akhilesh Jaiswal, Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy
2016 B conf
On the energy benefits of spiking deep neural networks: A case study.
IJCNN
Bing Han, Abhronil Sengupta, Kaushik Roy
2016 J jnl
Probabilistic Deep Spiking Neural Systems Enabled by Magnetic Tunnel Junction.
CoRR
Abhronil Sengupta, Maryam Parsa, Bing Han, Kaushik Roy
2016 — conf
Toward a spintronic deep learning spiking neural processor.
BioCAS
Abhronil Sengupta, Bing Han, Kaushik Roy