Jason K. Eshraghian

1. Scalable MatMul-free Language Modeling
   2024/06/04 by Ruijie Zhu, Rui-Jie Zhu, Yu Zhang +19 · 14 voices · 2 citations
   Computer Science · #Model-Driven Software Engineering Techniques
2. Training Spiking Neural Networks Using Lessons From Deep Learning
   2021/09/27 by Jason K. Eshraghian, Eshraghian, Jason K., Max Ward +15 · 1 voice · 64 citations
   #cs.NE #cs.ET #cs.LG
3. Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing
   2023/11/24 by Jens E. Pedersen, Jens Egholm Pedersen, Steven Abreu +14 · 1 voice · 6 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.NE
4. NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
   2023/04/10 by Jason Yik, Korneel Van den Berghe, Yik, Jason +208 · 1 voice · 9 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
5. Addressing cognitive bias in medical language models
   2024/02/12 by Samuel Schmidgall, Schmidgall, Samuel, Carl Harris +17 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning in Healthcare
6. Autonomous Driving with Spiking Neural Networks
   2024/05/30 by Ruijie Zhu, Zhu, Rui-Jie, Ziqing Wang +5 · 5 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
7. A Real-Time Retinomorphic Simulator Using a Conductance-Based Discrete\n Neuronal Network
   2019/12/26 by Jason K. Eshraghian, Seungbum Baek, Eshraghian, Jason K. +9 · 2 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neurons and Cognition (q-bio.NC) #Neuroscience and Neural Engineering #Photoreceptor and optogenetics research #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
8. A Survey on Latent Reasoning
   2025/07/08 by Ruijie Zhu, Zhu, Rui-Jie, Tianhao Peng +59 · 16 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
9. To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration
   2023/06/27 by Fabrizio Ottati, Ottati, Fabrizio, Chang Gao +11 · 3 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
10. Spiking Neural Networks for Frame-based and Event-based Single Object Localization
    2022/06/13 by Sami Barchid, José Mennesson, Barchid, Sami +7 · 2 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
11. A Systematic Analysis of Hybrid Linear Attention
    2025/07/08 by Dustin Wang, Ruijie Zhu, Wang, Dustin +20 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Topic Modeling #Big Data and Digital Economy
12. OpenSpike: An OpenRAM SNN Accelerator
    2023/02/02 by Farhad Modaresi, Modaresi, Farhad, Matthew Guthaus +4 · 1 voice
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Neural dynamics and brain function #cs.AR #cs.NE
13. The fine line between dead neurons and sparsity in binarized spiking neural networks
    2022/01/28 by Jason K. Eshraghian, Eshraghian, Jason K., Wei Lü +1 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
14. Navigating Local Minima in Quantized Spiking Neural Networks
    2022/02/15 by Jason K. Eshraghian, Corey Lammie, Eshraghian, Jason K. +5 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
15. A Fully Memristive Spiking Neural Network with Unsupervised Learning
    2022/03/02 by Peng Zhou, Dong-Uk Choi, Zhou, Peng +5 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Photoreceptor and optogenetics research
16. SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks
    2024/04/15 by Sreyes Venkatesh, Venkatesh, Sreyes, Razvan Marinescu +3 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)