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Jason K. Eshraghian

Scalable MatMul-free Language Modeling

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Jun 04, 2024
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Autonomous Driving with Spiking Neural Networks

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May 31, 2024
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Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning

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May 22, 2024
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SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks

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Apr 15, 2024
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Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing

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Nov 24, 2023
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To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration

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Jun 27, 2023
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Memristive Reservoirs Learn to Learn

Jun 22, 2023
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PowerGAN: A Machine Learning Approach for Power Side-Channel Attack on Compute-in-Memory Accelerators

Apr 13, 2023
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SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

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Feb 28, 2023
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OpenSpike: An OpenRAM SNN Accelerator

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Feb 02, 2023
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