Matches in SemOpenAlex for { <https://semopenalex.org/work/W4225907406> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4225907406 abstract "This article proposes an architecture, which allows the prediction of intention by internally simulating perceptual states represented by action pattern vectors. To this end, associative self-organising neural networks (A-SOM) is utilised to build a hierarchical cognitive architecture for recognition and simulation of the skeleton based human actions. The abilities of the proposed architecture in recognising and predicting actions is evaluated in experiments using three different datasets of 3D actions. Based on the experiments of this article, applying internally simulated perceptual states represented by action pattern vectors improves the performance of the recognition task in all experiments. Furthermore, internal simulation of perception addresses the problem of having limited access to the sensory input, and also the future prediction of the consecutive perceptual sequences. The performance of the system is compared and discussed with similar architecture using self-organizing neural networks (SOM)." @default.
- W4225907406 created "2022-05-05" @default.
- W4225907406 creator A5017564607 @default.
- W4225907406 date "2022-02-09" @default.
- W4225907406 modified "2023-09-29" @default.
- W4225907406 title "Predicting the intended action using internal simulation of perception" @default.
- W4225907406 doi "https://doi.org/10.48550/arxiv.2202.04466" @default.
- W4225907406 hasPublicationYear "2022" @default.
- W4225907406 type Work @default.
- W4225907406 citedByCount "0" @default.
- W4225907406 crossrefType "posted-content" @default.
- W4225907406 hasAuthorship W4225907406A5017564607 @default.
- W4225907406 hasBestOaLocation W42259074061 @default.
- W4225907406 hasConcept C119857082 @default.
- W4225907406 hasConcept C121332964 @default.
- W4225907406 hasConcept C123657996 @default.
- W4225907406 hasConcept C127413603 @default.
- W4225907406 hasConcept C142362112 @default.
- W4225907406 hasConcept C153180895 @default.
- W4225907406 hasConcept C153349607 @default.
- W4225907406 hasConcept C154945302 @default.
- W4225907406 hasConcept C15744967 @default.
- W4225907406 hasConcept C159423971 @default.
- W4225907406 hasConcept C169760540 @default.
- W4225907406 hasConcept C169900460 @default.
- W4225907406 hasConcept C201995342 @default.
- W4225907406 hasConcept C202444582 @default.
- W4225907406 hasConcept C20854674 @default.
- W4225907406 hasConcept C26760741 @default.
- W4225907406 hasConcept C2780451532 @default.
- W4225907406 hasConcept C2780791683 @default.
- W4225907406 hasConcept C33923547 @default.
- W4225907406 hasConcept C41008148 @default.
- W4225907406 hasConcept C50644808 @default.
- W4225907406 hasConcept C62520636 @default.
- W4225907406 hasConceptScore W4225907406C119857082 @default.
- W4225907406 hasConceptScore W4225907406C121332964 @default.
- W4225907406 hasConceptScore W4225907406C123657996 @default.
- W4225907406 hasConceptScore W4225907406C127413603 @default.
- W4225907406 hasConceptScore W4225907406C142362112 @default.
- W4225907406 hasConceptScore W4225907406C153180895 @default.
- W4225907406 hasConceptScore W4225907406C153349607 @default.
- W4225907406 hasConceptScore W4225907406C154945302 @default.
- W4225907406 hasConceptScore W4225907406C15744967 @default.
- W4225907406 hasConceptScore W4225907406C159423971 @default.
- W4225907406 hasConceptScore W4225907406C169760540 @default.
- W4225907406 hasConceptScore W4225907406C169900460 @default.
- W4225907406 hasConceptScore W4225907406C201995342 @default.
- W4225907406 hasConceptScore W4225907406C202444582 @default.
- W4225907406 hasConceptScore W4225907406C20854674 @default.
- W4225907406 hasConceptScore W4225907406C26760741 @default.
- W4225907406 hasConceptScore W4225907406C2780451532 @default.
- W4225907406 hasConceptScore W4225907406C2780791683 @default.
- W4225907406 hasConceptScore W4225907406C33923547 @default.
- W4225907406 hasConceptScore W4225907406C41008148 @default.
- W4225907406 hasConceptScore W4225907406C50644808 @default.
- W4225907406 hasConceptScore W4225907406C62520636 @default.
- W4225907406 hasLocation W42259074061 @default.
- W4225907406 hasLocation W42259074062 @default.
- W4225907406 hasOpenAccess W4225907406 @default.
- W4225907406 hasPrimaryLocation W42259074061 @default.
- W4225907406 hasRelatedWork W10602344 @default.
- W4225907406 hasRelatedWork W1383942 @default.
- W4225907406 hasRelatedWork W13843332 @default.
- W4225907406 hasRelatedWork W14128562 @default.
- W4225907406 hasRelatedWork W3794366 @default.
- W4225907406 hasRelatedWork W4434041 @default.
- W4225907406 hasRelatedWork W5040175 @default.
- W4225907406 hasRelatedWork W5578107 @default.
- W4225907406 hasRelatedWork W6149347 @default.
- W4225907406 hasRelatedWork W9221431 @default.
- W4225907406 isParatext "false" @default.
- W4225907406 isRetracted "false" @default.
- W4225907406 workType "article" @default.