dc.contributor.author | Lane, P.C.R. | |
dc.contributor.author | Sykes, A.K. | |
dc.contributor.author | Gobet, F. | |
dc.date.accessioned | 2011-10-10T15:01:14Z | |
dc.date.available | 2011-10-10T15:01:14Z | |
dc.date.issued | 2003 | |
dc.identifier.citation | Lane , P C R , Sykes , A K & Gobet , F 2003 , Combining low-level perception with expectations in CHREST . in In: Procs of the European Cognitive Conference 2003 . pp. 205-210 . | |
dc.identifier.other | PURE: 407310 | |
dc.identifier.other | PURE UUID: a2201e63-d62d-49d6-8c34-e32fc7b1261d | |
dc.identifier.other | dspace: 2299/3402 | |
dc.identifier.uri | http://hdl.handle.net/2299/6626 | |
dc.description.abstract | The ability of humans to reliably perceive and recognise objects relies on an interaction between information seen in the visual image and prior expectations. We describe an extension to the CHREST computational model which enables it to learn and combine information from multiple input modalities. Simulations demonstrate the presence of quantitative effects on recognition ability due to cross-modal interactions. Our simulations with CHREST illustrate how expectations can improve classification accuracy, reduce classification time, and enable words to be reconstructed from noisy visual input. | en |
dc.language.iso | eng | |
dc.relation.ispartof | In: Procs of the European Cognitive Conference 2003 | |
dc.rights | Open | |
dc.subject | computational modelling | |
dc.subject | perception | |
dc.subject | CHREST | |
dc.subject | expectations | |
dc.title | Combining low-level perception with expectations in CHREST | en |
dc.contributor.institution | Centre for Computer Science and Informatics Research | |
dc.contributor.institution | Department of Computer Science | |
dc.contributor.institution | School of Physics, Engineering & Computer Science | |
dc.relation.school | School of Physics, Engineering & Computer Science | |
dc.description.versiontype | Final Accepted Version | |
dcterms.dateAccepted | 2003 | |
rioxxterms.version | AM | |
rioxxterms.type | Other | |
herts.preservation.rarelyaccessed | true | |
herts.rights.accesstype | Open | |