A Note on Noisy Reservoir Computation
In this note we extend the definition of the Information Processing Capacity (IPC) by Dambre et al [1] to include the effects of stochastic reservoir dynamics. We quantify the degradation of the IPC in the presence of this noise. [1] Dambre et al. Scientific Reports 2, 514, (2012)
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| Main Authors | , , |
|---|---|
| Format | Journal Article |
| Language | English |
| Published |
21.02.2023
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| Online Access | Get full text |
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| Abstract | In this note we extend the definition of the Information Processing Capacity
(IPC) by Dambre et al [1] to include the effects of stochastic reservoir
dynamics. We quantify the degradation of the IPC in the presence of this noise.
[1] Dambre et al. Scientific Reports 2, 514, (2012) |
|---|---|
| AbstractList | In this note we extend the definition of the Information Processing Capacity
(IPC) by Dambre et al [1] to include the effects of stochastic reservoir
dynamics. We quantify the degradation of the IPC in the presence of this noise.
[1] Dambre et al. Scientific Reports 2, 514, (2012) |
| Author | Polloreno, Anthony M Tezak, Nikolas A Wang, Reuben R. W |
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| BackLink | https://doi.org/10.48550/arXiv.2302.10862$$DView paper in arXiv |
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| Snippet | In this note we extend the definition of the Information Processing Capacity
(IPC) by Dambre et al [1] to include the effects of stochastic reservoir
dynamics.... |
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| SubjectTerms | Computer Science - Information Theory Computer Science - Learning Mathematics - Information Theory |
| Title | A Note on Noisy Reservoir Computation |
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