Matches in SemOpenAlex for { <https://semopenalex.org/work/W3090658743> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W3090658743 abstract "Reservoir computing is a framework of computation designed with the intention of easing the training of recurrent neural networks. Physical implementation of these reservoirs plays a crucial role in enhancing this advantage by improving its processing speed and reducing hardware training costs. In this paper, we present a hardware architecture for efficient and compact implementation of memristor based reservoirs (liquid state machines specifically). The proposed system consists of a reconfigurable architecture such that any given reservoir topology can be implemented on it. It also consists of a memristor crossbar based readout layer that is trained using supervised spike-timing-dependent plasticity (STDP) techniques. The presented techniques are simple and require simple hardware for their implementation and hence reduce area overhead for training-in-hardware of physical reservoir computing systems." @default.
- W3090658743 created "2020-10-08" @default.
- W3090658743 creator A5030312318 @default.
- W3090658743 creator A5037587355 @default.
- W3090658743 creator A5047248181 @default.
- W3090658743 creator A5081791407 @default.
- W3090658743 date "2020-10-01" @default.
- W3090658743 modified "2023-10-18" @default.
- W3090658743 title "Circuit Techniques for Efficient Implementation of Memristor Based Reservoir Computing" @default.
- W3090658743 cites W2063047541 @default.
- W3090658743 cites W2065690384 @default.
- W3090658743 cites W2076015009 @default.
- W3090658743 cites W2097228199 @default.
- W3090658743 cites W2103179919 @default.
- W3090658743 cites W2160068178 @default.
- W3090658743 cites W2272508502 @default.
- W3090658743 cites W2294132199 @default.
- W3090658743 cites W2508829650 @default.
- W3090658743 cites W2519601090 @default.
- W3090658743 cites W2550598567 @default.
- W3090658743 cites W2624774416 @default.
- W3090658743 cites W2735009728 @default.
- W3090658743 cites W2735082192 @default.
- W3090658743 cites W2768519025 @default.
- W3090658743 cites W2772397789 @default.
- W3090658743 cites W2800431044 @default.
- W3090658743 cites W2887258823 @default.
- W3090658743 cites W2979132631 @default.
- W3090658743 doi "https://doi.org/10.1109/iscas45731.2020.9180800" @default.
- W3090658743 hasPublicationYear "2020" @default.
- W3090658743 type Work @default.
- W3090658743 sameAs 3090658743 @default.
- W3090658743 citedByCount "2" @default.
- W3090658743 countsByYear W30906587432022 @default.
- W3090658743 countsByYear W30906587432023 @default.
- W3090658743 crossrefType "proceedings-article" @default.
- W3090658743 hasAuthorship W3090658743A5030312318 @default.
- W3090658743 hasAuthorship W3090658743A5037587355 @default.
- W3090658743 hasAuthorship W3090658743A5047248181 @default.
- W3090658743 hasAuthorship W3090658743A5081791407 @default.
- W3090658743 hasConcept C118524514 @default.
- W3090658743 hasConcept C119599485 @default.
- W3090658743 hasConcept C127413603 @default.
- W3090658743 hasConcept C135796866 @default.
- W3090658743 hasConcept C147168706 @default.
- W3090658743 hasConcept C150072547 @default.
- W3090658743 hasConcept C154945302 @default.
- W3090658743 hasConcept C173608175 @default.
- W3090658743 hasConcept C41008148 @default.
- W3090658743 hasConcept C50644808 @default.
- W3090658743 hasConceptScore W3090658743C118524514 @default.
- W3090658743 hasConceptScore W3090658743C119599485 @default.
- W3090658743 hasConceptScore W3090658743C127413603 @default.
- W3090658743 hasConceptScore W3090658743C135796866 @default.
- W3090658743 hasConceptScore W3090658743C147168706 @default.
- W3090658743 hasConceptScore W3090658743C150072547 @default.
- W3090658743 hasConceptScore W3090658743C154945302 @default.
- W3090658743 hasConceptScore W3090658743C173608175 @default.
- W3090658743 hasConceptScore W3090658743C41008148 @default.
- W3090658743 hasConceptScore W3090658743C50644808 @default.
- W3090658743 hasLocation W30906587431 @default.
- W3090658743 hasOpenAccess W3090658743 @default.
- W3090658743 hasPrimaryLocation W30906587431 @default.
- W3090658743 hasRelatedWork W1997145140 @default.
- W3090658743 hasRelatedWork W2034384303 @default.
- W3090658743 hasRelatedWork W2055789895 @default.
- W3090658743 hasRelatedWork W2504678134 @default.
- W3090658743 hasRelatedWork W2519834119 @default.
- W3090658743 hasRelatedWork W2786531769 @default.
- W3090658743 hasRelatedWork W3207091135 @default.
- W3090658743 hasRelatedWork W3210618565 @default.
- W3090658743 hasRelatedWork W4288255232 @default.
- W3090658743 hasRelatedWork W4323923748 @default.
- W3090658743 isParatext "false" @default.
- W3090658743 isRetracted "false" @default.
- W3090658743 magId "3090658743" @default.
- W3090658743 workType "article" @default.