research
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07/17/2023
Reducing hyperparameter dependence by external timescale tailoring
Task specific hyperparameter tuning in reservoir computing is an open is...
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08/28/2021
Master memory function for delay-based reservoir computers with single-variable dynamics
We show that many delay-based reservoir computers considered in the lite...
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09/16/2020
Improving Delay Based Reservoir Computing via Eigenvalue Analysis
We analyze the reservoir computation capability of the Lang-Kobayashi sy...
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06/11/2020
Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity
The Deep Time-Delay Reservoir Computing concept utilizes unidirectionall...
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05/07/2019
Performance boost of time-delay reservoir computing by non-resonant clock cycle
The time-delay-based reservoir computing setup has seen tremendous succe...
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02/23/2018