Literature DB >> 24909775

Getting ahead: forward models and their place in cognitive architecture.

Martin J Pickering1, Andy Clark2.   

Abstract

The use of forward models (mechanisms that predict the future state of a system) is well established in cognitive and computational neuroscience. We compare and contrast two recent, but interestingly divergent, accounts of the place of forward models in the human cognitive architecture. On the Auxiliary Forward Model (AFM) account, forward models are special-purpose prediction mechanisms implemented by additional circuitry distinct from core mechanisms of perception and action. On the Integral Forward Model (IFM) account, forward models lie at the heart of all forms of perception and action. We compare these neighbouring but importantly different visions and consider their implications for the cognitive sciences. We end by asking what kinds of empirical research might offer evidence favouring one or the other of these approaches.
Copyright © 2014 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  active inference; forward model; joint action; language; prediction; predictive coding; simulation

Mesh:

Year:  2014        PMID: 24909775     DOI: 10.1016/j.tics.2014.05.006

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  46 in total

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8.  Cerebellar Prediction of the Dynamic Sensory Consequences of Gravity.

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Review 9.  The Cerebellum: Adaptive Prediction for Movement and Cognition.

Authors:  Arseny A Sokolov; R Chris Miall; Richard B Ivry
Journal:  Trends Cogn Sci       Date:  2017-04-03       Impact factor: 20.229

10.  Large-scale replication study reveals a limit on probabilistic prediction in language comprehension.

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Journal:  Elife       Date:  2018-04-03       Impact factor: 8.140

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