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Hava T. Siegelmann

Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks

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Feb 17, 2024
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Episodic Memory Theory for the Mechanistic Interpretation of Recurrent Neural Networks

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Oct 03, 2023
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On the Dynamics of Learning Time-Aware Behavior with Recurrent Neural Networks

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Jun 12, 2023
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Energy-based General Sequential Episodic Memory Networks at the Adiabatic Limit

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Dec 11, 2022
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Forward Signal Propagation Learning

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Apr 04, 2022
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Replay in Deep Learning: Current Approaches and Missing Biological Elements

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Apr 01, 2021
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Minibatch Processing in Spiking Neural Networks

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Sep 05, 2019
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Locally Connected Spiking Neural Networks for Unsupervised Feature Learning

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Apr 12, 2019
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STDP Learning of Image Patches with Convolutional Spiking Neural Networks

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Aug 24, 2018
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Error Forward-Propagation: Reusing Feedforward Connections to Propagate Errors in Deep Learning

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Aug 09, 2018
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