Matches in SemOpenAlex for { <https://semopenalex.org/work/W4301034199> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4301034199 abstract "This paper addresses the reservoir design problem in the context of delay-based reservoir computers for multidimensional input signals, parallel architectures, and real-time multitasking. First, an approximating reservoir model is presented in those frameworks that provides an explicit functional link between the reservoir parameters and architecture and its performance in the execution of a specific task. Second, the inference properties of the ridge regression estimator in the multivariate context is used to assess the impact of finite sample training on the decrease of the reservoir capacity. Finally, an empirical study is conducted that shows the adequacy of the theoretical results with the empirical performances exhibited by various reservoir architectures in the execution of several nonlinear tasks with multidimensional inputs. Our results confirm the robustness properties of the parallel reservoir architecture with respect to task misspecification and parameter choice that had already been documented in the literature." @default.
- W4301034199 created "2022-10-04" @default.
- W4301034199 creator A5047202175 @default.
- W4301034199 creator A5072304172 @default.
- W4301034199 creator A5075053811 @default.
- W4301034199 creator A5087676185 @default.
- W4301034199 date "2015-10-13" @default.
- W4301034199 modified "2023-09-26" @default.
- W4301034199 title "Nonlinear memory capacity of parallel time-delay reservoir computers in the processing of multidimensional signals" @default.
- W4301034199 doi "https://doi.org/10.48550/arxiv.1510.03891" @default.
- W4301034199 hasPublicationYear "2015" @default.
- W4301034199 type Work @default.
- W4301034199 citedByCount "0" @default.
- W4301034199 crossrefType "posted-content" @default.
- W4301034199 hasAuthorship W4301034199A5047202175 @default.
- W4301034199 hasAuthorship W4301034199A5072304172 @default.
- W4301034199 hasAuthorship W4301034199A5075053811 @default.
- W4301034199 hasAuthorship W4301034199A5087676185 @default.
- W4301034199 hasBestOaLocation W43010341991 @default.
- W4301034199 hasConcept C104317684 @default.
- W4301034199 hasConcept C105795698 @default.
- W4301034199 hasConcept C107418235 @default.
- W4301034199 hasConcept C121332964 @default.
- W4301034199 hasConcept C127413603 @default.
- W4301034199 hasConcept C135796866 @default.
- W4301034199 hasConcept C147168706 @default.
- W4301034199 hasConcept C151730666 @default.
- W4301034199 hasConcept C154945302 @default.
- W4301034199 hasConcept C15744967 @default.
- W4301034199 hasConcept C158622935 @default.
- W4301034199 hasConcept C173608175 @default.
- W4301034199 hasConcept C180747234 @default.
- W4301034199 hasConcept C185429906 @default.
- W4301034199 hasConcept C185592680 @default.
- W4301034199 hasConcept C201995342 @default.
- W4301034199 hasConcept C2776214188 @default.
- W4301034199 hasConcept C2779343474 @default.
- W4301034199 hasConcept C2780451532 @default.
- W4301034199 hasConcept C33923547 @default.
- W4301034199 hasConcept C41008148 @default.
- W4301034199 hasConcept C50644808 @default.
- W4301034199 hasConcept C55493867 @default.
- W4301034199 hasConcept C62520636 @default.
- W4301034199 hasConcept C63479239 @default.
- W4301034199 hasConcept C86803240 @default.
- W4301034199 hasConceptScore W4301034199C104317684 @default.
- W4301034199 hasConceptScore W4301034199C105795698 @default.
- W4301034199 hasConceptScore W4301034199C107418235 @default.
- W4301034199 hasConceptScore W4301034199C121332964 @default.
- W4301034199 hasConceptScore W4301034199C127413603 @default.
- W4301034199 hasConceptScore W4301034199C135796866 @default.
- W4301034199 hasConceptScore W4301034199C147168706 @default.
- W4301034199 hasConceptScore W4301034199C151730666 @default.
- W4301034199 hasConceptScore W4301034199C154945302 @default.
- W4301034199 hasConceptScore W4301034199C15744967 @default.
- W4301034199 hasConceptScore W4301034199C158622935 @default.
- W4301034199 hasConceptScore W4301034199C173608175 @default.
- W4301034199 hasConceptScore W4301034199C180747234 @default.
- W4301034199 hasConceptScore W4301034199C185429906 @default.
- W4301034199 hasConceptScore W4301034199C185592680 @default.
- W4301034199 hasConceptScore W4301034199C201995342 @default.
- W4301034199 hasConceptScore W4301034199C2776214188 @default.
- W4301034199 hasConceptScore W4301034199C2779343474 @default.
- W4301034199 hasConceptScore W4301034199C2780451532 @default.
- W4301034199 hasConceptScore W4301034199C33923547 @default.
- W4301034199 hasConceptScore W4301034199C41008148 @default.
- W4301034199 hasConceptScore W4301034199C50644808 @default.
- W4301034199 hasConceptScore W4301034199C55493867 @default.
- W4301034199 hasConceptScore W4301034199C62520636 @default.
- W4301034199 hasConceptScore W4301034199C63479239 @default.
- W4301034199 hasConceptScore W4301034199C86803240 @default.
- W4301034199 hasLocation W43010341991 @default.
- W4301034199 hasLocation W43010341992 @default.
- W4301034199 hasOpenAccess W4301034199 @default.
- W4301034199 hasPrimaryLocation W43010341991 @default.
- W4301034199 hasRelatedWork W2027727590 @default.
- W4301034199 hasRelatedWork W2081771260 @default.
- W4301034199 hasRelatedWork W2117014006 @default.
- W4301034199 hasRelatedWork W2179341107 @default.
- W4301034199 hasRelatedWork W2345503682 @default.
- W4301034199 hasRelatedWork W2888918673 @default.
- W4301034199 hasRelatedWork W2913044749 @default.
- W4301034199 hasRelatedWork W2973847973 @default.
- W4301034199 hasRelatedWork W4200139590 @default.
- W4301034199 hasRelatedWork W4307204827 @default.
- W4301034199 isParatext "false" @default.
- W4301034199 isRetracted "false" @default.
- W4301034199 workType "article" @default.