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David Kappel

STREAM: A Universal State-Space Model for Sparse Geometric Data

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Nov 19, 2024
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State-space models can learn in-context by gradient descent

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Oct 15, 2024
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Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models

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May 01, 2024
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Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models

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Apr 29, 2024
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Neuromorphic hardware for sustainable AI data centers

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Feb 04, 2024
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Language Modeling on a SpiNNaker 2 Neuromorphic Chip

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Dec 14, 2023
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Block-local learning with probabilistic latent representations

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May 24, 2023
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EGRU: Event-based GRU for activity-sparse inference and learning

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Jun 13, 2022
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Embodied Synaptic Plasticity with Online Reinforcement learning

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Mar 03, 2020
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Structural plasticity on an accelerated analog neuromorphic hardware system

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Dec 27, 2019
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