FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2142637259> ?p ?o ?g. }

• W2142637259 endingPage "2365" @default.
• W2142637259 startingPage "2357" @default.
• W2142637259 abstract "It has been argued that perceptual multistability reflects probabilistic inference performed by the brain when sensory input is ambiguous. Alternatively, more traditional explanations of multistability refer to low-level mechanisms such as neuronal adaptation. We employ a Deep Boltzmann Machine (DBM) model of cortical processing to demonstrate that these two different approaches can be combined in the same framework. Based on recent developments in machine learning, we show how neuronal adaptation can be understood as a mechanism that improves probabilistic, sampling-based inference. Using the ambiguous Necker cube image, we analyze the perceptual switching exhibited by the model. We also examine the influence of spatial attention, and explore how binocular rivalry can be modeled with the same approach. Our work joins earlier studies in demonstrating how the principles underlying DBMs relate to cortical processing, and offers novel perspectives on the neural implementation of approximate probabilistic inference in the brain." @default.
• W2142637259 created "2016-06-24" @default.
• W2142637259 creator A5007901825 @default.
• W2142637259 creator A5029505001 @default.
• W2142637259 creator A5061272217 @default.
• W2142637259 date "2011-12-12" @default.
• W2142637259 modified "2023-09-24" @default.
• W2142637259 title "Neuronal Adaptation for Sampling-Based Probabilistic Inference in Perceptual Bistability" @default.
• W2142637259 cites W189596042 @default.
• W2142637259 cites W1974626275 @default.
• W2142637259 cites W1982247624 @default.
• W2142637259 cites W1986652999 @default.
• W2142637259 cites W1997865285 @default.
• W2142637259 cites W2012679108 @default.
• W2142637259 cites W2047535883 @default.
• W2142637259 cites W2065609259 @default.
• W2142637259 cites W2077378466 @default.
• W2142637259 cites W2078602253 @default.
• W2142637259 cites W2097760477 @default.
• W2142637259 cites W2097779799 @default.
• W2142637259 cites W2102365206 @default.
• W2142637259 cites W2106439909 @default.
• W2142637259 cites W2117776204 @default.
• W2142637259 cites W2118354656 @default.
• W2142637259 cites W2127074029 @default.
• W2142637259 cites W2129205580 @default.
• W2142637259 cites W2132742066 @default.
• W2142637259 cites W2140583928 @default.
• W2142637259 cites W2150529939 @default.
• W2142637259 cites W2151725582 @default.
• W2142637259 cites W2152961157 @default.
• W2142637259 cites W2157754891 @default.
• W2142637259 cites W2170109451 @default.
• W2142637259 cites W2171904973 @default.
• W2142637259 cites W2983857640 @default.
• W2142637259 hasPublicationYear "2011" @default.
• W2142637259 type Work @default.
• W2142637259 sameAs 2142637259 @default.
• W2142637259 citedByCount "5" @default.
• W2142637259 countsByYear W21426372592012 @default.
• W2142637259 countsByYear W21426372592013 @default.
• W2142637259 crossrefType "proceedings-article" @default.
• W2142637259 hasAuthorship W2142637259A5007901825 @default.
• W2142637259 hasAuthorship W2142637259A5029505001 @default.
• W2142637259 hasAuthorship W2142637259A5061272217 @default.
• W2142637259 hasConcept C119857082 @default.
• W2142637259 hasConcept C121332964 @default.
• W2142637259 hasConcept C139807058 @default.
• W2142637259 hasConcept C154945302 @default.
• W2142637259 hasConcept C15744967 @default.
• W2142637259 hasConcept C158622935 @default.
• W2142637259 hasConcept C169760540 @default.
• W2142637259 hasConcept C178253425 @default.
• W2142637259 hasConcept C198313034 @default.
• W2142637259 hasConcept C26760741 @default.
• W2142637259 hasConcept C2776214188 @default.
• W2142637259 hasConcept C2776966350 @default.
• W2142637259 hasConcept C41008148 @default.
• W2142637259 hasConcept C49937458 @default.
• W2142637259 hasConcept C62520636 @default.
• W2142637259 hasConceptScore W2142637259C119857082 @default.
• W2142637259 hasConceptScore W2142637259C121332964 @default.
• W2142637259 hasConceptScore W2142637259C139807058 @default.
• W2142637259 hasConceptScore W2142637259C154945302 @default.
• W2142637259 hasConceptScore W2142637259C15744967 @default.
• W2142637259 hasConceptScore W2142637259C158622935 @default.
• W2142637259 hasConceptScore W2142637259C169760540 @default.
• W2142637259 hasConceptScore W2142637259C178253425 @default.
• W2142637259 hasConceptScore W2142637259C198313034 @default.
• W2142637259 hasConceptScore W2142637259C26760741 @default.
• W2142637259 hasConceptScore W2142637259C2776214188 @default.
• W2142637259 hasConceptScore W2142637259C2776966350 @default.
• W2142637259 hasConceptScore W2142637259C41008148 @default.
• W2142637259 hasConceptScore W2142637259C49937458 @default.
• W2142637259 hasConceptScore W2142637259C62520636 @default.
• W2142637259 hasLocation W21426372591 @default.
• W2142637259 hasOpenAccess W2142637259 @default.
• W2142637259 hasPrimaryLocation W21426372591 @default.
• W2142637259 hasRelatedWork W1992896338 @default.
• W2142637259 hasRelatedWork W2118354656 @default.
• W2142637259 hasRelatedWork W2124985614 @default.
• W2142637259 hasRelatedWork W2125663122 @default.
• W2142637259 hasRelatedWork W2132003317 @default.
• W2142637259 hasRelatedWork W2148596731 @default.
• W2142637259 hasRelatedWork W2293000486 @default.
• W2142637259 hasRelatedWork W2474360776 @default.
• W2142637259 hasRelatedWork W2586591890 @default.
• W2142637259 hasRelatedWork W2759223318 @default.
• W2142637259 hasRelatedWork W2811090215 @default.
• W2142637259 hasRelatedWork W2945852810 @default.
• W2142637259 hasRelatedWork W2950581604 @default.
• W2142637259 hasRelatedWork W2970156873 @default.
• W2142637259 hasRelatedWork W3004769518 @default.
• W2142637259 hasRelatedWork W3036784058 @default.
• W2142637259 hasRelatedWork W3044669068 @default.
• W2142637259 hasRelatedWork W3046752919 @default.
• W2142637259 hasRelatedWork W3168728216 @default.
• W2142637259 hasVolume "24" @default.

• next