JE
Jason K. Eshraghian
cs.NEcs.LGcs.AIcs.ARcs.CLcs.CVcs.ETq-bio.NCeess.IVeess.SP
On Valency
published · living versionsW_rhtyetpx·v1 · currentpublished
Sensorimotor behaviour from an untrained brain-and-nerve-cord connectome
with John R. Minnick, Jesus Gonzalez-Ferrer, Jinghui Geng, Mohammed A. Mostajo-Radji +2
1 version
Preprints & journals
84 papers in the corpus · 2018–2026Noise-shaped Sampling and Annealing for Scalable On-the-edge Training of Binary and Ternary AI Models2610.22621v1 · Zihao Chen, Zhili Xiao, Rui-Jie Zhu et al.2026 · 0 citationsarXiv
Event-Driven Language Models with Sparse Neural Activity for Neuromorphic Hardware2608.30439v1 · Simon Richter, Ruhai Lin, Jason Yik et al.2026 · 0 citationsarXiv
Allocating Recurrent Compute in Looped Language Models2608.18230v1 · Ruhai Lin, Yiyang Guo, Rui-Jie Zhu et al.2026 · 0 citationsarXiv
From Local Learning to Global Prediction Through Layered Surprise Cascades2608.05481v1 · Andrew L. Smith, Linxing Preston Jiang, Jason K. Eshraghian et al.2026 · 0 citationsarXiv
Neuromorphic Energy-Aware Learning for Adaptive Deep Brain Stimulation2606.28600v1 · Binh Nguyen, Colleen Josephson, Mircea Teodorescu et al.2026 · 0 citationsarXiv
VisualClaw: A Real-Time, Personalized Agent for the Physical World2606.16295v1 · Haoqin Tu, Jianwen Chen, Zijun Wang et al.2026 · 0 citationsarXiv
SpikeProphecy: A Large-Scale Benchmark for Autoregressive Neural Population Forecasting2605.12992v1 · John R. Minnick, Jinghui Geng, Kamran Hussain et al.2026 · 0 citationsarXiv
Implicit Behavioral Decoding from Next-Step Spike Forecasts at Population Scale2605.12999v1 · John R. Minnick, Jesus Gonzalez-Ferrer, Kamran Hussain et al.2026 · 0 citationsarXiv
SATFormer: Learning When to Use Early Value Residuals in Transformers2605.03953v3 · Skye Gunasekaran, T'ea Wright, Rui-Jie Zhu et al.2026 · 0 citationsarXiv
NeuroAI and Beyond: Bridging Between Advances in Neuroscience and Artificial Intelligence2604.18637v3 · Anthony Zador, Jean-Marc Fellous, Terrence Sejnowski et al.2026 · 0 citationsarXiv
Higher-order neuromorphic Ising machines-autoencoders and Fowler-Nordheim annealers are all you need for scalability.41991551 · Ahsan, Faiek, Maiti, Saptarshi, Chen, Zihao et al.2026 · 2 citationsNature communications. 2026;17(1)
Neuromorphic spike-based large language model.41696420 · Xu, Han, Qiu, Xuerui, Xu, Yunhui et al.2026 · 3 citationsNational science review. 2026;13(4):nwaf551
Direct Semantic Communication Between Large Language Models via Vector Translation2511.03945v1 · Fu-Chun Yang, Jason Eshraghian2025 · 0 citationsarXiv
Scaling Latent Reasoning via Looped Language Models2510.25741v6 · Rui-Jie Zhu, Zixuan Wang, Kai Hua et al.2025 · 1 citationarXiv
A predictive approach to enhance time-series forecasting.41028729 · Gunasekaran, Skye, Kembay, Assel, Ladret, Hugo et al.2025 · 16 citationsNature communications. 2025;16(1):8645
Neck-focused Remote Photoplethysmography (rPPG): A comparative study using clinical data and the PyVHR framework.40912042 · Arrow, Coen, Ward, Max, Eshraghian, Jason et al.2025 · 5 citationsComputers in biology and medicine. 2025;197(Pt A):110956
A Survey on Latent Reasoning2507.06203v2 · Rui-Jie Zhu, Tianhao Peng, Tianhao Cheng et al.2025 · 2 citationsarXiv
A Systematic Analysis of Hybrid Linear Attention2507.06457v2 · Dustin Wang, Rui-Jie Zhu, Steven Abreu et al.2025 · 0 citationsarXiv
Author Correction: ON-OFF neuromorphic ISING machines using Fowler-Nordheim annealers.40595755 · Chen, Zihao, Xiao, Zhili, Akl, Mahmoud et al.2025 · 2 citationsNature communications. 2025;16(1):6030
Learning with Spike Synchrony in Spiking Neural Networks2505.14841v2 · Yuchen Tian, Assel Kembay, Samuel Tensingh et al.2025 · 0 citationsarXiv
ON-OFF neuromorphic ISING machines using Fowler-Nordheim annealers.40164601 · Chen, Zihao, Xiao, Zhili, Akl, Mahmoud et al.2025 · 15 citationsNature communications. 2025;16(1):3086
Dynamic spatio-temporal pruning for efficient spiking neural networks.40201191 · Gou, Shuiping, Fu, Jiahui, Sha, Yu et al.2025 · 10 citationsFrontiers in neuroscience. 2025;19:1545583
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks2503.08703v4 · Yimeng Shan, Zhenbang Ren, Haodi Wu et al.2025 · 0 citationsarXiv
NeuroMorse: A Temporally Structured Dataset For Neuromorphic Computing2502.20729v1 · Ben Walters, Yeshwanth Bethi, Taylor Kergan et al.2025 · 4 citationsarXiv
Spiking neural networks on FPGA: A survey of methodologies and recent advancements.39965527 · Karamimanesh, Mehrzad, Abiri, Ebrahim, Shahsavari, Mahyar et al.2025 · 36 citationsNeural networks : the official journal of the International Neural Network Society. 2025;186:107256
Neuromorphic Principles for Efficient Large Language Models on Intel Loihi 22503.18002v2 · Steven Abreu, Sumit Bam Shrestha, Rui-Jie Zhu et al.2025 · 1 citationarXiv
The neurobench framework for benchmarking neuromorphic computing algorithms and systems.39934126 · Yik, Jason, Van den Berghe, Korneel, den Blanken, Douwe et al.2026 · 107 citationsNature communications. 2025;16(1):1545
ARFlow: Autoregressive Flow with Hybrid Linear Attention2501.16085v2 · Mude Hui, Rui-Jie Zhu, Songlin Yang et al.2025 · 0 citationsarXiv
Learnable Sparsification of Die-to-Die Communication via Spike-Based Encoding2501.08645v2 · Joshua Nardone, Ruijie Zhu, Joseph Callenes et al.2025 · 1 citationarXiv
Neuromorphic Imaging Cytometry on Human Blood Cells10.1101/2024.11.16.623904v2 · Zhang, Z., Yang, H., Li, J. et al.2024 · 5 citationsbioRxiv
Neuromorphic neuromodulation: Towards the next generation of closed-loop neurostimulation.39554511 · Herbozo Contreras, Luis Fernando, Truong, Nhan Duy, Eshraghian, Jason K et al.2026 · 29 citationsPNAS nexus. 2024;3(11):pgae488
Evaluation and mitigation of cognitive biases in medical language models.39433945 · Schmidgall, Samuel, Harris, Carl, Essien, Ime et al.2026 · 68 citationsNPJ digital medicine. 2024;7(1):295
Reducing Data Bottlenecks in Distributed, Heterogeneous Neural Networks2410.09650v1 · Ruhai Lin, Rui-Jie Zhu, Jason K. Eshraghian2024 · 0 citationsarXiv
Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing.39285176 · Pedersen, Jens E, Abreu, Steven, Jobst, Matthias et al.2024 · 82 citationsNature communications. 2024;15(1):8122
Bridging the gap between artificial intelligence and natural intelligence.39152311 · Zhu, Rui-Jie, Gunasekaran, Skye, Eshraghian, Jason2024 · 2 citationsNature computational science. 2024;4(8):559-560
Scalable MatMul-free Language Modeling2406.02528v7 · Rui-Jie Zhu, Yu Zhang, Steven Abreu et al.2024 · 10 citationsarXiv
Autonomous Driving with Spiking Neural Networks2405.19687v2 · Rui-Jie Zhu, Ziqing Wang, Leilani Gilpin et al.2024 · 15 citationsarXiv
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning2405.13672v2 · Yimeng Shan, Malu Zhang, Rui-jie Zhu et al.2024 · 7 citationsarXiv
Spiking neural networks for nonlinear regression.38699557 · Henkes, Alexander, Eshraghian, Jason K, Wessels, Henning2024 · 43 citationsRoyal Society open science. 2024;11(5):231606
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks2404.19668v1 · Sreyes Venkatesh, Razvan Marinescu, Jason K. Eshraghian2024 · 9 citationsarXiv
Optically Tunable Electrical Oscillations in Oxide-Based Memristors for Neuromorphic Computing.38516720 · Nath, Shimul Kanti, Das, Sujan Kumar, Nandi, Sanjoy Kumar et al.2024 · 51 citationsAdvanced materials (Deerfield Beach, Fla.). 2024;36(25):e2400904
Addressing cognitive bias in medical language models2402.08113v3 · Samuel Schmidgall, Carl Harris, Ime Essien et al.2024 · 12 citationsarXiv
Capturing the pulse: a state-of-the-art review on camera-based jugular vein assessment.38420308 · Arrow, Coen, Ward, Max, Eshraghian, Jason et al.2024 · 9 citationsBiomedical optics express. 2023;14(12):6470-6492
Surgical Gym: A high-performance GPU-based platform for reinforcement learning with surgical robots2310.04676v2 · Samuel Schmidgall, Axel Krieger, Jason Eshraghian2023 · 28 citationsarXiv
Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients2309.00330v1 · Juan Lu, Mohammed Bennamoun, Jonathon Stewart et al.2023 · 2 citationsarXiv
Neuromorphic Neuromodulation: Towards the next generation of on-device AI-revolution in electroceuticals2307.12471v2 · Luis Fernando Herbozo Contreras, Nhan Duy Truong, Jason K. Eshraghian et al.2023 · 8 citationsarXiv
Deep learning model to predict exercise stress test results: Optimizing the diagnostic test selection strategy and reduce wastage in suspected coronary artery disease patients.37454499 · Lu, Juan, Stewart, Jonathon, Bennamoun, Mohammed et al.2023 · 11 citationsComputer methods and programs in biomedicine. 2023;240:107717
Neuromorphic Cytometry: Implementation on cell counting and size estimation10.1101/2023.07.06.548044v1 · Zhang, Z., Xu, Z., McGuire, H. et al.2023 · 7 citationsbioRxiv
To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration2306.15749v5 · Fabrizio Ottati, Chang Gao, Qinyu Chen et al.2023 · 38 citationsarXiv
Memristive Reservoirs Learn to Learn2306.12676v1 · Ruomin Zhu, Jason K. Eshraghian, Zdenka Kuncic2023 · 4 citationsarXiv
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