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Serhiy Yanchuk

Institute of Mathematics, Technische Universität Berlin, Germany

Master memory function for delay-based reservoir computers with single-variable dynamics

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Aug 28, 2021
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Infinite-dimensional Folded-in-time Deep Neural Networks

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Jan 08, 2021
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Deep Learning with a Single Neuron: Folding a Deep Neural Network in Time using Feedback-Modulated Delay Loops

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Nov 19, 2020
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Improving Delay Based Reservoir Computing via Eigenvalue Analysis

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Sep 16, 2020
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Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity

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Jun 11, 2020
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Performance boost of time-delay reservoir computing by non-resonant clock cycle

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May 07, 2019
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