Matches in SemOpenAlex for { <https://semopenalex.org/work/W2892444937> ?p ?o ?g. }
- W2892444937 abstract "Neuronal circuits formed in the brain are complex with intricate connection patterns. Such complexity is also observed in the retina as a relatively simple neuronal circuit. A retinal ganglion cell receives excitatory inputs from neurons in previous layers as driving forces to fire spikes. Analytical methods are required that can decipher these components in a systematic manner. Recently a method termed spike-triggered non-negative matrix factorization (STNMF) has been proposed for this purpose. In this study, we extend the scope of the STNMF method. By using the retinal ganglion cell as a model system, we show that STNMF can detect various computational properties of upstream bipolar cells, including spatial receptive field, temporal filter, and transfer nonlinearity. In addition, we recover synaptic connection strengths from the weight matrix of STNMF. Furthermore, we show that STNMF can separate spikes of a ganglion cell into a few subsets of spikes where each subset is contributed by one presynaptic bipolar cell. Taken together, these results corroborate that STNMF is a useful method for deciphering the structure of neuronal circuits." @default.
- W2892444937 created "2018-10-05" @default.
- W2892444937 creator A5001710920 @default.
- W2892444937 creator A5023918894 @default.
- W2892444937 creator A5040300648 @default.
- W2892444937 creator A5048087489 @default.
- W2892444937 creator A5058066577 @default.
- W2892444937 creator A5070392551 @default.
- W2892444937 date "2018-08-12" @default.
- W2892444937 modified "2023-09-28" @default.
- W2892444937 title "Neural System Identification with Spike-triggered Non-negative Matrix Factorization" @default.
- W2892444937 cites W1569068623 @default.
- W2892444937 cites W1576271035 @default.
- W2892444937 cites W1838160292 @default.
- W2892444937 cites W1898957235 @default.
- W2892444937 cites W1902027874 @default.
- W2892444937 cites W1964412262 @default.
- W2892444937 cites W1972072039 @default.
- W2892444937 cites W1985392528 @default.
- W2892444937 cites W1985940938 @default.
- W2892444937 cites W1997528538 @default.
- W2892444937 cites W2009934439 @default.
- W2892444937 cites W2016397514 @default.
- W2892444937 cites W2029728040 @default.
- W2892444937 cites W2042934568 @default.
- W2892444937 cites W2055179977 @default.
- W2892444937 cites W2065176644 @default.
- W2892444937 cites W2069224171 @default.
- W2892444937 cites W2069519142 @default.
- W2892444937 cites W2072026894 @default.
- W2892444937 cites W2073946125 @default.
- W2892444937 cites W2077799289 @default.
- W2892444937 cites W2086066258 @default.
- W2892444937 cites W2094045132 @default.
- W2892444937 cites W2095112577 @default.
- W2892444937 cites W2098445696 @default.
- W2892444937 cites W2099616257 @default.
- W2892444937 cites W2108433027 @default.
- W2892444937 cites W2112455917 @default.
- W2892444937 cites W2114744983 @default.
- W2892444937 cites W2118718620 @default.
- W2892444937 cites W2121289914 @default.
- W2892444937 cites W2122932202 @default.
- W2892444937 cites W2130789253 @default.
- W2892444937 cites W2132172349 @default.
- W2892444937 cites W2132692097 @default.
- W2892444937 cites W2145889472 @default.
- W2892444937 cites W2149208048 @default.
- W2892444937 cites W2153335355 @default.
- W2892444937 cites W2155151262 @default.
- W2892444937 cites W2158146385 @default.
- W2892444937 cites W2165685007 @default.
- W2892444937 cites W2168103112 @default.
- W2892444937 cites W2179178098 @default.
- W2892444937 cites W2188599881 @default.
- W2892444937 cites W2197047364 @default.
- W2892444937 cites W2231009150 @default.
- W2892444937 cites W2274405424 @default.
- W2892444937 cites W2397643408 @default.
- W2892444937 cites W2399541021 @default.
- W2892444937 cites W2507056580 @default.
- W2892444937 cites W2521672587 @default.
- W2892444937 cites W2554413263 @default.
- W2892444937 cites W2555164456 @default.
- W2892444937 cites W2556086109 @default.
- W2892444937 cites W2562989337 @default.
- W2892444937 cites W2588329693 @default.
- W2892444937 cites W2606300359 @default.
- W2892444937 cites W2617682152 @default.
- W2892444937 cites W2736874493 @default.
- W2892444937 cites W2744478946 @default.
- W2892444937 cites W2767456838 @default.
- W2892444937 cites W2800311957 @default.
- W2892444937 cites W2900109604 @default.
- W2892444937 cites W2951065015 @default.
- W2892444937 cites W2951565738 @default.
- W2892444937 cites W3005431840 @default.
- W2892444937 cites W49942714 @default.
- W2892444937 cites W952558552 @default.
- W2892444937 doi "https://doi.org/10.48550/arxiv.1808.03958" @default.
- W2892444937 hasPublicationYear "2018" @default.
- W2892444937 type Work @default.
- W2892444937 sameAs 2892444937 @default.
- W2892444937 citedByCount "0" @default.
- W2892444937 crossrefType "posted-content" @default.
- W2892444937 hasAuthorship W2892444937A5001710920 @default.
- W2892444937 hasAuthorship W2892444937A5023918894 @default.
- W2892444937 hasAuthorship W2892444937A5040300648 @default.
- W2892444937 hasAuthorship W2892444937A5048087489 @default.
- W2892444937 hasAuthorship W2892444937A5058066577 @default.
- W2892444937 hasAuthorship W2892444937A5070392551 @default.
- W2892444937 hasBestOaLocation W28924449371 @default.
- W2892444937 hasConcept C112592302 @default.
- W2892444937 hasConcept C115903868 @default.
- W2892444937 hasConcept C118403218 @default.
- W2892444937 hasConcept C121332964 @default.
- W2892444937 hasConcept C152671427 @default.
- W2892444937 hasConcept C154945302 @default.
- W2892444937 hasConcept C158693339 @default.
- W2892444937 hasConcept C169760540 @default.