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Jason K. Eshraghian
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Training spiking neural networks using lessons from deep learning
JK Eshraghian, M Ward, EO Neftci, X Wang, G Lenz, G Dwivedi, ...
Proceedings of the IEEE, 2023
3912023
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications
M Rahimiazghadi, C Lammie, JK Eshraghian, M Payvand, E Donati, ...
IEEE Transactions on Biomedical Circuits and Systems 14 (6), 1138 - 1159, 2020
1592020
Complementary Metal‐Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing
M Rahimi Azghadi, YC Chen, JK Eshraghian, J Chen, CY Lin, ...
Advanced Intelligent Systems, 1900189, 2020
1232020
High-Density Memristor-CMOS Ternary Logic Family
XY Wang, PF Zhou, JK Eshraghian, CY Lin, HHC Iu, TC Chang, SM Kang
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (1), 264-274, 2021
742021
SpikeGPT: Generative pre-trained language model with spiking neural networks
RJ Zhu, Q Zhao, JK Eshraghian
arXiv preprint arXiv:2302.13939, 2023
692023
Human ownership of artificial creativity
JK Eshraghian
Nature Machine Intelligence 2 (3), 157-160, 2020
642020
Adaptive synaptic memory via lithium ion modulation in RRAM devices
CY Lin, J Chen, PH Chen, TC Chang, Y Wu, JK Eshraghian, J Moon, ...
Small 16 (42), 2003964, 2020
612020
Neuromorphic Vision Hybrid RRAM-CMOS Architecture
JK Eshraghian, K Cho, C Zheng, M Nam, HHC Iu, W Lei, K Eshraghian
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (12 …, 2018
612018
Analog Weights in ReRAM DNN Accelerators
JK Eshraghian, SM Kang, S Baek, G Orchard, HHC Iu, W Lei
2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019
582019
Memristor-based binarized spiking neural networks: Challenges and applications
JK Eshraghian, X Wang, WD Lu
IEEE Nanotechnology Magazine 16 (2), 14-23, 2022
552022
How to build a memristive integrate-and-fire model for spiking neuronal signal generation
SM Kang, D Choi, JK Eshraghian, P Zhou, J Kim, BS Kong, X Zhu, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (12), 4837-4850, 2021
372021
Memristive stochastic computing for deep learning parameter optimization
C Lammie, JK Eshraghian, WD Lu, MR Azghadi
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (5), 1650-1654, 2021
322021
A novel universal interface for constructing memory elements for circuit applications
C Zheng, D Yu, HHC Iu, T Fernando, T Sun, JK Eshraghian, H Guo
IEEE Transactions on Circuits and Systems I: Regular Papers 66 (12), 4793-4806, 2019
312019
Spiking neural networks for nonlinear regression
A Henkes, JK Eshraghian, H Wessels
Royal Society Open Science 11 (5), 231606, 2024
292024
Brain-inspired learning in artificial neural networks: a review
S Schmidgall, R Ziaei, J Achterberg, L Kirsch, S Hajiseyedrazi, ...
APL Machine Learning 2 (2), 2024
272024
Adaptive precision CNN accelerator using radix-X parallel connected memristor crossbars
J Lee, JK Eshraghian, K Cho, K Eshraghian
arXiv preprint arXiv:1906.09395, 2019
262019
Formulation and implementation of nonlinear integral equations to model neural dynamics within the vertebrate retina
JK Eshraghian, S Baek, JH Kim, N Iannella, K Cho, YS Goo, HHC Iu, ...
International Journal of Neural Systems 28 (07), 1850004, 2018
262018
Maximization of crossbar array memory using fundamental memristor theory
JK Eshraghian, KR Cho, HHC Iu, T Fernando, N Iannella, SM Kang, ...
IEEE Transactions on Circuits and Systems II: Express Briefs 64 (12), 1402-1406, 2017
252017
A behavioral spice model of a binarized memristor for digital logic implementation
X Wang, C Jin, JK Eshraghian, HHC Iu, C Ha
Circuits, Systems, and Signal Processing 40, 2682-2693, 2021
242021
Spiking neural networks for frame-based and event-based single object localization
S Barchid, J Mennesson, J Eshraghian, C Djéraba, M Bennamoun
Neurocomputing 559, 126805, 2023
232023
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학술자료 1–20