Matches in SemOpenAlex for { <https://semopenalex.org/work/W3214713078> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W3214713078 abstract "Although widely used in machine learning, backpropagation cannot directly be applied to SNN training and is not feasible on a neuromorphic processor that emulates biological neuron and synapses. This work presents a spike-based backpropagation algorithm with biological plausible local update rules and adapts it to fit the constraint in a neuromorphic hardware. The algorithm is implemented on Intel’s Loihi chip enabling low power in-hardware supervised online learning of multilayered SNNs for mobile applications. We test this implementation on MNIST, Fashion-MNIST, CIFAR-10 and MSTAR datasets with promising performance and energy-efficiency, and demonstrate a possibility of incremental online learning with the implementation." @default.
- W3214713078 created "2021-11-22" @default.
- W3214713078 creator A5016010483 @default.
- W3214713078 creator A5018468480 @default.
- W3214713078 creator A5051195699 @default.
- W3214713078 creator A5053617387 @default.
- W3214713078 creator A5066394369 @default.
- W3214713078 date "2021-12-05" @default.
- W3214713078 modified "2023-09-30" @default.
- W3214713078 title "In-Hardware Learning of Multilayer Spiking Neural Networks on a Neuromorphic Processor" @default.
- W3214713078 cites W1645800954 @default.
- W3214713078 cites W1855112655 @default.
- W3214713078 cites W2552737632 @default.
- W3214713078 cites W2565565355 @default.
- W3214713078 cites W2594491944 @default.
- W3214713078 cites W2621826044 @default.
- W3214713078 cites W2783525259 @default.
- W3214713078 cites W2963206832 @default.
- W3214713078 cites W2965390876 @default.
- W3214713078 cites W2982433817 @default.
- W3214713078 cites W3034451759 @default.
- W3214713078 doi "https://doi.org/10.1109/dac18074.2021.9586323" @default.
- W3214713078 hasPublicationYear "2021" @default.
- W3214713078 type Work @default.
- W3214713078 sameAs 3214713078 @default.
- W3214713078 citedByCount "9" @default.
- W3214713078 countsByYear W32147130782021 @default.
- W3214713078 countsByYear W32147130782022 @default.
- W3214713078 countsByYear W32147130782023 @default.
- W3214713078 crossrefType "proceedings-article" @default.
- W3214713078 hasAuthorship W3214713078A5016010483 @default.
- W3214713078 hasAuthorship W3214713078A5018468480 @default.
- W3214713078 hasAuthorship W3214713078A5051195699 @default.
- W3214713078 hasAuthorship W3214713078A5053617387 @default.
- W3214713078 hasAuthorship W3214713078A5066394369 @default.
- W3214713078 hasBestOaLocation W32147130782 @default.
- W3214713078 hasConcept C115903868 @default.
- W3214713078 hasConcept C11731999 @default.
- W3214713078 hasConcept C118524514 @default.
- W3214713078 hasConcept C119857082 @default.
- W3214713078 hasConcept C13164978 @default.
- W3214713078 hasConcept C149635348 @default.
- W3214713078 hasConcept C151927369 @default.
- W3214713078 hasConcept C154945302 @default.
- W3214713078 hasConcept C155032097 @default.
- W3214713078 hasConcept C190502265 @default.
- W3214713078 hasConcept C2781390188 @default.
- W3214713078 hasConcept C41008148 @default.
- W3214713078 hasConcept C42935608 @default.
- W3214713078 hasConcept C50644808 @default.
- W3214713078 hasConceptScore W3214713078C115903868 @default.
- W3214713078 hasConceptScore W3214713078C11731999 @default.
- W3214713078 hasConceptScore W3214713078C118524514 @default.
- W3214713078 hasConceptScore W3214713078C119857082 @default.
- W3214713078 hasConceptScore W3214713078C13164978 @default.
- W3214713078 hasConceptScore W3214713078C149635348 @default.
- W3214713078 hasConceptScore W3214713078C151927369 @default.
- W3214713078 hasConceptScore W3214713078C154945302 @default.
- W3214713078 hasConceptScore W3214713078C155032097 @default.
- W3214713078 hasConceptScore W3214713078C190502265 @default.
- W3214713078 hasConceptScore W3214713078C2781390188 @default.
- W3214713078 hasConceptScore W3214713078C41008148 @default.
- W3214713078 hasConceptScore W3214713078C42935608 @default.
- W3214713078 hasConceptScore W3214713078C50644808 @default.
- W3214713078 hasFunder F4320306076 @default.
- W3214713078 hasLocation W32147130781 @default.
- W3214713078 hasLocation W32147130782 @default.
- W3214713078 hasOpenAccess W3214713078 @default.
- W3214713078 hasPrimaryLocation W32147130781 @default.
- W3214713078 hasRelatedWork W2947957795 @default.
- W3214713078 hasRelatedWork W2952496929 @default.
- W3214713078 hasRelatedWork W2994834230 @default.
- W3214713078 hasRelatedWork W3132418758 @default.
- W3214713078 hasRelatedWork W3161396968 @default.
- W3214713078 hasRelatedWork W3214713078 @default.
- W3214713078 hasRelatedWork W4287120180 @default.
- W3214713078 hasRelatedWork W4287639722 @default.
- W3214713078 hasRelatedWork W4288337556 @default.
- W3214713078 hasRelatedWork W4320813023 @default.
- W3214713078 isParatext "false" @default.
- W3214713078 isRetracted "false" @default.
- W3214713078 magId "3214713078" @default.
- W3214713078 workType "article" @default.