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PowerGAN: A Machine Learning Approach for Power Side-Channel Attack on Compute-in-Memory Accelerators


Apr 13, 2023
Ziyu Wang, Yuting Wu, Yongmo Park, Sangmin Yoo, Xinxin Wang, Jason K. Eshraghian, Wei D. Lu

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SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks


Feb 28, 2023
Rui-Jie Zhu, Qihang Zhao, Jason K. Eshraghian

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OpenSpike: An OpenRAM SNN Accelerator


Feb 02, 2023
Farhad Modaresi, Matthew Guthaus, Jason K. Eshraghian

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* The design is open sourced and available online: https://github.com/sfmth/OpenSpike 

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Intelligence Processing Units Accelerate Neuromorphic Learning


Nov 19, 2022
Pao-Sheng Vincent Sun, Alexander Titterton, Anjlee Gopiani, Tim Santos, Arindam Basu, Wei D. Lu, Jason K. Eshraghian

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* 10 pages, 9 figures, journal 

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Spiking neural network for nonlinear regression


Oct 06, 2022
Alexander Henkes, Jason K. Eshraghian, Henning Wessels

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Gradient-based Neuromorphic Learning on Dynamical RRAM Arrays


Jun 26, 2022
Peng Zhou, Jason K. Eshraghian, Dong-Uk Choi, Wei D. Lu, Sung-Mo Kang

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A Fully Memristive Spiking Neural Network with Unsupervised Learning


Mar 10, 2022
Peng Zhou, Dong-Uk Choi, Jason K. Eshraghian, Sung-Mo Kang

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SPICEprop: Backpropagating Errors Through Memristive Spiking Neural Networks


Mar 10, 2022
Peng Zhou, Jason K. Eshraghian, Dong-Uk Choi, Sung-Mo Kang

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Navigating Local Minima in Quantized Spiking Neural Networks


Feb 15, 2022
Jason K. Eshraghian, Corey Lammie, Mostafa Rahimi Azghadi, Wei D. Lu

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The fine line between dead neurons and sparsity in binarized spiking neural networks


Jan 28, 2022
Jason K. Eshraghian, Wei D. Lu

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