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Melika Payvand

mGRADE: Minimal Recurrent Gating Meets Delay Convolutions for Lightweight Sequence Modeling

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Jul 02, 2025
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Quantizing Small-Scale State-Space Models for Edge AI

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Jun 14, 2025
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MINIMALIST: switched-capacitor circuits for efficient in-memory computation of gated recurrent units

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May 13, 2025
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The Role of Temporal Hierarchy in Spiking Neural Networks

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Jul 26, 2024
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DelGrad: Exact gradients in spiking networks for learning transmission delays and weights

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Apr 30, 2024
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DenRAM: Neuromorphic Dendritic Architecture with RRAM for Efficient Temporal Processing with Delays

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Dec 14, 2023
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Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems

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Jul 16, 2023
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Neuromorphic analog circuits for robust on-chip always-on learning in spiking neural networks

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Jul 12, 2023
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Synaptic metaplasticity with multi-level memristive devices

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Jun 21, 2023
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Dendritic Computation through Exploiting Resistive Memory as both Delays and Weights

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May 11, 2023
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