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Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines
Liquid state machine (LSM), a bio-inspired computing model consisting of the input sparsely connected to a randomly interlinked reservoir (or liquid) of spiking neurons followed by a readout layer, finds utility in a range of applications varying from robot control and sequence generation to action,...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6546930/ https://www.ncbi.nlm.nih.gov/pubmed/31191219 http://dx.doi.org/10.3389/fnins.2019.00504 |