FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2556793986> ?p ?o ?g. }

• W2556793986 abstract "Neuroscience study shows mammalian brain only use millisecond scale time window to process complicated real-life recognition scenarios. However, such speed cannot be achieved by traditional rate-based spiking neural network (SNN). Compared with spiking rate, the specific spiking timing (also called spiking pattern) may convey much more information. In this paper, by using modified rank order coding scheme, the generated absolute analog features have been encoded into the first spike wave with specific spatiotemporal structural information. An intuitive yet powerful feed-forward spiking neural network framework has been proposed, along with its own unsupervised spike-timing-dependent plasticity (STDP) learning rule with dynamic post-synaptic potential threshold. Compared with other state-of-art spiking algorithms, the proposed method uses biologically plausible STDP learning method to learn the selectivity while the dynamic post-synaptic potential threshold guarantees no training sample will be ignored during the learning procedure. Furthermore, unlike the complicated frameworks used in those state-of-art spiking algorithms, the proposed intuitive spiking neural network is not time-consuming and quite capable of on-line learning. A satisfactory experimental result has been achieved on classic MNIST handwritten character database." @default.
• W2556793986 created "2016-11-30" @default.
• W2556793986 creator A5035562985 @default.
• W2556793986 creator A5059786971 @default.
• W2556793986 date "2016-07-01" @default.
• W2556793986 modified "2023-09-27" @default.
• W2556793986 title "Visual pattern recognition using unsupervised spike timing dependent plasticity learning" @default.
• W2556793986 cites W1543983856 @default.
• W2556793986 cites W1980781556 @default.
• W2556793986 cites W2007815184 @default.
• W2556793986 cites W2014059210 @default.
• W2556793986 cites W2014501117 @default.
• W2556793986 cites W2032774941 @default.
• W2556793986 cites W2058005833 @default.
• W2556793986 cites W2059148040 @default.
• W2556793986 cites W2079995124 @default.
• W2556793986 cites W2091845343 @default.
• W2556793986 cites W2095666821 @default.
• W2556793986 cites W2095768716 @default.
• W2556793986 cites W2097560155 @default.
• W2556793986 cites W2098881438 @default.
• W2556793986 cites W2103594871 @default.
• W2556793986 cites W2123820663 @default.
• W2556793986 cites W2143007771 @default.
• W2556793986 cites W2144982973 @default.
• W2556793986 cites W2147101007 @default.
• W2556793986 cites W2153564253 @default.
• W2556793986 cites W2163922914 @default.
• W2556793986 cites W1986246844 @default.
• W2556793986 doi "https://doi.org/10.1109/ijcnn.2016.7727210" @default.
• W2556793986 hasPublicationYear "2016" @default.
• W2556793986 type Work @default.
• W2556793986 sameAs 2556793986 @default.
• W2556793986 citedByCount "0" @default.
• W2556793986 crossrefType "proceedings-article" @default.
• W2556793986 hasAuthorship W2556793986A5035562985 @default.
• W2556793986 hasAuthorship W2556793986A5059786971 @default.
• W2556793986 hasBestOaLocation W25567939862 @default.
• W2556793986 hasConcept C115903868 @default.
• W2556793986 hasConcept C11731999 @default.
• W2556793986 hasConcept C119857082 @default.
• W2556793986 hasConcept C120822770 @default.
• W2556793986 hasConcept C121332964 @default.
• W2556793986 hasConcept C1276947 @default.
• W2556793986 hasConcept C153180895 @default.
• W2556793986 hasConcept C154945302 @default.
• W2556793986 hasConcept C159919123 @default.
• W2556793986 hasConcept C170493617 @default.
• W2556793986 hasConcept C185592680 @default.
• W2556793986 hasConcept C190502265 @default.
• W2556793986 hasConcept C2779127903 @default.
• W2556793986 hasConcept C2781390188 @default.
• W2556793986 hasConcept C41008148 @default.
• W2556793986 hasConcept C50644808 @default.
• W2556793986 hasConcept C55493867 @default.
• W2556793986 hasConcept C60327585 @default.
• W2556793986 hasConcept C77637269 @default.
• W2556793986 hasConcept C8038995 @default.
• W2556793986 hasConcept C98229152 @default.
• W2556793986 hasConceptScore W2556793986C115903868 @default.
• W2556793986 hasConceptScore W2556793986C11731999 @default.
• W2556793986 hasConceptScore W2556793986C119857082 @default.
• W2556793986 hasConceptScore W2556793986C120822770 @default.
• W2556793986 hasConceptScore W2556793986C121332964 @default.
• W2556793986 hasConceptScore W2556793986C1276947 @default.
• W2556793986 hasConceptScore W2556793986C153180895 @default.
• W2556793986 hasConceptScore W2556793986C154945302 @default.
• W2556793986 hasConceptScore W2556793986C159919123 @default.
• W2556793986 hasConceptScore W2556793986C170493617 @default.
• W2556793986 hasConceptScore W2556793986C185592680 @default.
• W2556793986 hasConceptScore W2556793986C190502265 @default.
• W2556793986 hasConceptScore W2556793986C2779127903 @default.
• W2556793986 hasConceptScore W2556793986C2781390188 @default.
• W2556793986 hasConceptScore W2556793986C41008148 @default.
• W2556793986 hasConceptScore W2556793986C50644808 @default.
• W2556793986 hasConceptScore W2556793986C55493867 @default.
• W2556793986 hasConceptScore W2556793986C60327585 @default.
• W2556793986 hasConceptScore W2556793986C77637269 @default.
• W2556793986 hasConceptScore W2556793986C8038995 @default.
• W2556793986 hasConceptScore W2556793986C98229152 @default.
• W2556793986 hasLocation W25567939861 @default.
• W2556793986 hasLocation W25567939862 @default.
• W2556793986 hasOpenAccess W2556793986 @default.
• W2556793986 hasPrimaryLocation W25567939861 @default.
• W2556793986 hasRelatedWork W1674129765 @default.
• W2556793986 hasRelatedWork W2048785307 @default.
• W2556793986 hasRelatedWork W2053163863 @default.
• W2556793986 hasRelatedWork W2068566049 @default.
• W2556793986 hasRelatedWork W2104901802 @default.
• W2556793986 hasRelatedWork W2259536487 @default.
• W2556793986 hasRelatedWork W2327435060 @default.
• W2556793986 hasRelatedWork W2356755508 @default.
• W2556793986 hasRelatedWork W2394662725 @default.
• W2556793986 hasRelatedWork W2419165387 @default.
• W2556793986 hasRelatedWork W2511314424 @default.
• W2556793986 hasRelatedWork W2761789208 @default.
• W2556793986 hasRelatedWork W2790480056 @default.
• W2556793986 hasRelatedWork W2949161946 @default.
• W2556793986 hasRelatedWork W3095297407 @default.
• W2556793986 hasRelatedWork W3112712477 @default.

• next