Jason K. Eshraghian

41 papers A* 1C 4Misc 1Journal 31Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning.
AAAI
Yimeng Shan, Malu Zhang, Ruijie Zhu, Xuerui Qiu, Jason K. Eshraghian, Haicheng Qu
2025 J jnl
Beyond Pairwise Plasticity: Group-Level Spike Synchrony Facilitates Efficient Learning in Spiking Neural Networks.
CoRR
Yuchen Tian, Assel Kembay, Nhan Duy Truong, Jason K. Eshraghian, Omid Kavehei
2025 J jnl
Editorial: Focus issue on open neuromorphic simulations.
Neuromorph. Comput. Eng.
Can Li, Jason K. Eshraghian, Giacomo Pedretti
2025 J jnl
Interplay between Bayesian neural networks and deep learning: A survey.
Knowl. Based Syst.
Yinsong Chen, Samson S. Yu, Zhong Li, Jason K. Eshraghian, Chee Peng Lim
2025 J jnl
NeuroMorse: A Temporally Structured Dataset For Neuromorphic Computing.
CoRR
Ben Walters, Yeshwanth Bethi, Taylor Kergan, Binh Nguyen, Amirali Amirsoleimani, Jason K. Eshraghian, Saeed Afshar, Mostafa Rahimi Azghadi
2025 J jnl
NeuroMorse: a temporally structured dataset for neuromorphic computing.
Neuromorph. Comput. Eng.
Ben Walters, Yeshwanth Bethi, Taylor Kergan, Binh Nguyen, Amirali Amirsoleimani, Jason K. Eshraghian, Saeed Afshar, Mostafa Rahimi Azghadi
2025 J jnl
Neuromorphic imaging cytometry on human blood cells.
Neuromorph. Comput. Eng.
Ziyao Zhang, Haoxiang Yang, Jiayin Li, Shin Wei Chong, Jason K. Eshraghian, Ken-Tye Yong, Daniele Vigolo, Helen M. McGuire, Omid Kavehei
2025 — conf
Profiling Data Movement in SNN Memory Hierarchies.
MCSoC
Isaac Chee, Subrahmanian Hari, Kaustubh Harnoor, Colleen Josephson, Jason K. Eshraghian
2025 J jnl
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks.
CoRR
Yimeng Shan, Zhenbang Ren, Haodi Wu, Wenjie Wei, Rui-Jie Zhu, Shuai Wang, Dehao Zhang, Yichen Xiao, Jieyuan Zhang, Kexin Shi, Jingzhinan Wang, Jason K. Eshraghian, Haicheng Qu, Jiqing Zhang, Malu Zhang, Yang Yang
2024 J jnl
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning.
CoRR
Yimeng Shan, Malu Zhang, Rui-Jie Zhu, Xuerui Qiu, Jason K. Eshraghian, Haicheng Qu
2024 J jnl
Autonomous Driving with Spiking Neural Networks.
CoRR
Rui-Jie Zhu, Ziqing Wang, Leilani Gilpin, Jason K. Eshraghian
2024 J jnl
Exploiting deep learning accelerators for neuromorphic workloads.
Neuromorph. Comput. Eng.
Pao-Sheng Vincent Sun, Alexander Titterton, Anjlee Gopiani, Tim Santos, Arindam Basu, Wei D. Lu, Jason K. Eshraghian
2024 — conf
Reducing Data Bottlenecks in Distributed, Heterogeneous Neural Networks.
MCSoC
Ruhai Lin, Rui-Jie Zhu, Jason K. Eshraghian
2024 J jnl
Reducing Data Bottlenecks in Distributed, Heterogeneous Neural Networks.
CoRR
Ruhai Lin, Rui-Jie Zhu, Jason K. Eshraghian
2024 — conf
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks.
NICE
Sreyes Venkatesh, Razvan Marinescu, Jason K. Eshraghian
2024 J jnl
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks.
CoRR
Sreyes Venkatesh, Razvan Marinescu, Jason K. Eshraghian
2024 J jnl
Scalable MatMul-free Language Modeling.
CoRR
Rui-Jie Zhu, Yu Zhang, Ethan Sifferman, Tyler Sheaves, Yiqiao Wang, Dustin Richmond, Peng Zhou, Jason K. Eshraghian
2024 J jnl
Side-Channel Attack Analysis on In-Memory Computing Architectures.
IEEE Trans. Emerg. Top. Comput.
Ziyu Wang, Fan-Hsuan Meng, Yongmo Park, Jason K. Eshraghian, Wei D. Lu
2024 Misc conf
What do Transformers have to learn from Biological Spiking Neural Networks?
CASES
Jason K. Eshraghian, Rui-Jie Zhu
2023 — conf
A Qualitative Approach for the Design of a Locally Active Memristor Based Neuron Circuit.
ICECS
Ahmet Samil Demirkol, Alon Ascoli, Ronald Tetzlaff, Jason K. Eshraghian, Sung Mo Kang
2023 J jnl
A deep learning approach to cardiovascular disease classification using empirical mode decomposition for ECG feature extraction.
Biomed. Signal Process. Control.
Ya Li, Jing-Hao Luo, Qing-Yun Dai, Jason K. Eshraghian, Bingo Wing-Kuen Ling, Ciyan Zheng, Xiao-Li Wang
2023 C conf
Backpropagating Errors Through Memristive Spiking Neural Networks.
ISCAS
Peng Zhou, Dong-Uk Choi, Sung-Mo Kang, Jason K. Eshraghian
2023 J jnl
Guest Editorial Dynamical Neuro-AI Learning Systems: Devices, Circuits, Architecture and Algorithms.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Jason K. Eshraghian, Arindam Basu, Corey Lammie, Shih-Chii Liu, Priyadarshini Panda
2023 J jnl
Memristive Reservoirs Learn to Learn.
CoRR
Ruomin Zhu, Jason K. Eshraghian, Zdenka Kuncic
2023 C conf
Multi-Objective Spiking Neural Network for Optimal Wind Power Prediction Interval.
ISCAS
Yinsong Chen, Samson S. Yu, Jason K. Eshraghian, Chee Peng Lim
2023 J jnl
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing.
CoRR
Jens Egholm Pedersen, Steven Abreu, Matthias Jobst, Gregor Lenz, Vittorio Fra, Felix Christian Bauer, Dylan R. Muir, Peng Zhou, Bernhard Vogginger, Kade Heckel, Gianvito Urgese, Sadasivan Shankar, Terrence C. Stewart, Jason K. Eshraghian, Sadique Sheik
2023 J jnl
Neuromorphic Neuromodulation: Towards the next generation of on-device AI-revolution in electroceuticals.
CoRR
Luis Fernando Herbozo Contreras, Nhan Duy Truong, Jason K. Eshraghian, Zhangyu Xu, Zhaojing Huang, Armin Nikpour, Omid Kavehei
2023 J jnl
Neuromorphic cytometry: implementation on cell counting and size estimation.
Neuromorph. Comput. Eng.
Ziyao Zhang, Zhangyu Xu, Helen M. McGuire, Chip Essam, Andrew P. Nicholson, Tara J. Hamilton, Jiayin Li, Jason K. Eshraghian, Ken-Tye Yong, Daniele Vigolo, Omid Kavehei
2023 J jnl
Neuromorphic deep spiking neural networks for seizure detection.
Neuromorph. Comput. Eng.
Yikai Yang, Jason K. Eshraghian, Nhan Duy Truong, Armin Nikpour, Omid Kavehei
2023 C conf
OpenSpike: An OpenRAM SNN Accelerator.
ISCAS
Farhad Modaresi, Matthew Guthaus, Jason K. Eshraghian
2023 J jnl
OpenSpike: An OpenRAM SNN Accelerator.
CoRR
Farhad Modaresi, Matthew Guthaus, Jason K. Eshraghian
2023 J jnl
PowerGAN: A Machine Learning Approach for Power Side-Channel Attack on Compute-in-Memory Accelerators.
Adv. Intell. Syst.
Ziyu Wang, Yuting Wu, Yongmo Park, Sangmin Yoo, Xinxin Wang, Jason K. Eshraghian, Wei D. Lu
2023 J jnl
PowerGAN: A Machine Learning Approach for Power Side-Channel Attack on Compute-in-Memory Accelerators.
CoRR
Ziyu Wang, Yuting Wu, Yongmo Park, Sangmin Yoo, Xinxin Wang, Jason K. Eshraghian, Wei D. Lu
2023 C conf
SSCAE: A Neuromorphic SNN Autoencoder for sc-RNA-seq Dimensionality Reduction.
ISCAS
Tim Zhang, Amirali Amirsoleimani, Jason K. Eshraghian, Mostafa Rahimi Azghadi, Roman Genov, Yu Xia
2023 J jnl
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks.
CoRR
Rui-Jie Zhu, Qihang Zhao, Jason K. Eshraghian
2023 J jnl
To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration.
CoRR
Fabrizio Ottati, Chang Gao, Qinyu Chen, Giovanni Brignone, Mario R. Casu, Jason K. Eshraghian, Luciano Lavagno
2023 J jnl
To Spike or Not to Spike: A Digital Hardware Perspective on Deep Learning Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Fabrizio Ottati, Chang Gao, Qinyu Chen, Giovanni Brignone, Mario R. Casu, Jason K. Eshraghian, Luciano Lavagno
2023 J jnl
Training Spiking Neural Networks Using Lessons From Deep Learning.
Proc. IEEE
Jason K. Eshraghian, Max Ward, Emre O. Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu
2023 J jnl
Tri-State Memristors Based on Composable Discrete Devices.
Int. J. Bifurc. Chaos
Xiao-Jing Li, Xiaoyuan Wang, Pu Li, Herbert H. C. Iu, Jason K. Eshraghian, Sanjoy Kumar Nandi, Shimul Kanti Nath, Robert Glen Elliman
2022 J jnl
Spiking Neuron Implementation Using a Novel Floating Memcapacitor Emulator.
Int. J. Bifurc. Chaos
Ciyan Zheng, Long Peng, Jason K. Eshraghian, Xiao-Li Wang, Jian Cen, Herbert Ho-Ching Iu
2022 J jnl
Spiking neural networks for nonlinear regression.
CoRR
Alexander Henkes, Jason K. Eshraghian, Henning Wessels