Bing Han

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 12

Top Topics

Frame Difference

Cerebellar Model

Top Venues

IEEE Trans. Multi Scale Comput. Syst.

IEEE J. Emerg. Sel. Topics Circuits Syst.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Bing Han, Cheng Wang, Kaushik Roy
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing. AAAI (2022)
Bing Han, Cheng Wang, Kaushik Roy
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing. CoRR (2021)
Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network. CVPR (2020)
Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy
RMP-SNNs: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Networks. CoRR (2020)
Amogh Agrawal, Akhilesh Jaiswal, Deboleena Roy, Bing Han, Gopalakrishnan Srinivasan, Aayush Ankit, Kaushik Roy
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2019)
Bing Han, Kaushik Roy
DeltaFrame-BP: An Algorithm Using Frame Difference for Deep Convolutional Neural Networks Training and Inference on Video Data. IEEE Trans. Multi Scale Comput. Syst. 4 (4) (2018)
Bing Han, Aayush Ankit, Abhronil Sengupta, Kaushik Roy
Cross-Layer Design Exploration for Energy-Quality Tradeoffs in Spiking and Non-Spiking Deep Artificial Neural Networks. IEEE Trans. Multi Scale Comput. Syst. 4 (4) (2018)
Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Bing Han, Parami Wijesinghe, Akhilesh Jaiswal, Priyadarshini Panda, Anand Raghunathan, Kaushik Roy
Energy Efficient Neural Computing: A Study of Cross-Layer Approximations. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Amogh Agrawal, Akhilesh Jaiswal, Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. CoRR (2018)
Bing Han, Abhronil Sengupta, Kaushik Roy
On the energy benefits of spiking deep neural networks: A case study. IJCNN (2016)
Abhronil Sengupta, Maryam Parsa, Bing Han, Kaushik Roy
Probabilistic Deep Spiking Neural Systems Enabled by Magnetic Tunnel Junction. CoRR (2016)
Abhronil Sengupta, Bing Han, Kaushik Roy
Toward a spintronic deep learning spiking neural processor. BioCAS (2016)