Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300773054> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W4300773054 abstract "An efficient photonic hardware integration of neural networks can benefit us from the inherent properties of parallelism, high-speed data processing and potentially low energy consumption. In artificial neural networks (ANN), neurons are classified as static, single and continuous-valued. On contrary, information transmission and computation in biological neurons occur through spikes, where spike time and rate play a significant role. Spiking neural networks (SNNs) are thereby more biologically relevant along with additional benefits in terms of hardware friendliness and energy-efficiency. Considering all these advantages, we designed a photonic reservoir computer (RC) based on photonic recurrent spiking neural networks (SNN) i.e. a liquid state machine. It is a scalable proof-of-concept experiment, comprising more than 30,000 neurons. This system presents an excellent testbed for demonstrating next generation bio-inspired learning in photonic systems." @default.
- W4300773054 created "2022-10-04" @default.
- W4300773054 creator A5007877210 @default.
- W4300773054 creator A5013645908 @default.
- W4300773054 creator A5049744833 @default.
- W4300773054 date "2022-10-03" @default.
- W4300773054 modified "2023-09-30" @default.
- W4300773054 title "Realisation of large-scale photonic spiking hardware system" @default.
- W4300773054 cites W101771737 @default.
- W4300773054 cites W2130459697 @default.
- W4300773054 cites W2138913040 @default.
- W4300773054 cites W2770947648 @default.
- W4300773054 cites W3006966652 @default.
- W4300773054 doi "https://doi.org/10.1117/12.2633530" @default.
- W4300773054 hasPublicationYear "2022" @default.
- W4300773054 type Work @default.
- W4300773054 citedByCount "0" @default.
- W4300773054 crossrefType "proceedings-article" @default.
- W4300773054 hasAuthorship W4300773054A5007877210 @default.
- W4300773054 hasAuthorship W4300773054A5013645908 @default.
- W4300773054 hasAuthorship W4300773054A5049744833 @default.
- W4300773054 hasConcept C11731999 @default.
- W4300773054 hasConcept C118524514 @default.
- W4300773054 hasConcept C119599485 @default.
- W4300773054 hasConcept C120665830 @default.
- W4300773054 hasConcept C121332964 @default.
- W4300773054 hasConcept C127413603 @default.
- W4300773054 hasConcept C135796866 @default.
- W4300773054 hasConcept C147168706 @default.
- W4300773054 hasConcept C154945302 @default.
- W4300773054 hasConcept C20788544 @default.
- W4300773054 hasConcept C2780165032 @default.
- W4300773054 hasConcept C31258907 @default.
- W4300773054 hasConcept C31395832 @default.
- W4300773054 hasConcept C41008148 @default.
- W4300773054 hasConcept C48044578 @default.
- W4300773054 hasConcept C50644808 @default.
- W4300773054 hasConcept C77088390 @default.
- W4300773054 hasConcept C9390403 @default.
- W4300773054 hasConceptScore W4300773054C11731999 @default.
- W4300773054 hasConceptScore W4300773054C118524514 @default.
- W4300773054 hasConceptScore W4300773054C119599485 @default.
- W4300773054 hasConceptScore W4300773054C120665830 @default.
- W4300773054 hasConceptScore W4300773054C121332964 @default.
- W4300773054 hasConceptScore W4300773054C127413603 @default.
- W4300773054 hasConceptScore W4300773054C135796866 @default.
- W4300773054 hasConceptScore W4300773054C147168706 @default.
- W4300773054 hasConceptScore W4300773054C154945302 @default.
- W4300773054 hasConceptScore W4300773054C20788544 @default.
- W4300773054 hasConceptScore W4300773054C2780165032 @default.
- W4300773054 hasConceptScore W4300773054C31258907 @default.
- W4300773054 hasConceptScore W4300773054C31395832 @default.
- W4300773054 hasConceptScore W4300773054C41008148 @default.
- W4300773054 hasConceptScore W4300773054C48044578 @default.
- W4300773054 hasConceptScore W4300773054C50644808 @default.
- W4300773054 hasConceptScore W4300773054C77088390 @default.
- W4300773054 hasConceptScore W4300773054C9390403 @default.
- W4300773054 hasLocation W43007730541 @default.
- W4300773054 hasOpenAccess W4300773054 @default.
- W4300773054 hasPrimaryLocation W43007730541 @default.
- W4300773054 hasRelatedWork W1759790518 @default.
- W4300773054 hasRelatedWork W1965745083 @default.
- W4300773054 hasRelatedWork W2383828164 @default.
- W4300773054 hasRelatedWork W2392817843 @default.
- W4300773054 hasRelatedWork W2897961390 @default.
- W4300773054 hasRelatedWork W2952496929 @default.
- W4300773054 hasRelatedWork W3028015399 @default.
- W4300773054 hasRelatedWork W3120511008 @default.
- W4300773054 hasRelatedWork W4200166579 @default.
- W4300773054 hasRelatedWork W11733333 @default.
- W4300773054 isParatext "false" @default.
- W4300773054 isRetracted "false" @default.
- W4300773054 workType "article" @default.