Canonical Microcircuits for Predictive Coding
André M. Bastos,William Martin Usrey,Rick A. Adams,George R. Mangun,Pascal Fries,Pascal Fries,Karl J. Friston +6 more
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TLDR
This analysis discloses a remarkable correspondence between the microcircuitry of the cortical column and the connectivity implied by predictive coding and provides some intuitive insights into the functional asymmetries between feedforward and feedback connections and the characteristic frequencies over which they operate.About:
This article is published in Neuron.The article was published on 2012-11-21 and is currently open access. It has received 1892 citations till now.read more
Citations
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Building machines that learn and think like people.
TL;DR: In this article, a review of recent progress in cognitive science suggests that truly human-like learning and thinking machines will have to reach beyond current engineering trends in both what they learn and how they learn it.
Journal ArticleDOI
Structural and functional brain networks: from connections to cognition.
Hae-Jeong Park,Karl J. Friston +1 more
TL;DR: It is concluded that the emergence of dynamic functional connectivity, from static structural connections, calls for formal (computational) approaches to neuronal information processing that may resolve the dialectic between structure and function.
Journal ArticleDOI
Visual Areas Exert Feedforward and Feedback Influences through Distinct Frequency Channels
André M. Bastos,André M. Bastos,André M. Bastos,Julien Vezoli,Conrado A. Bosman,Conrado A. Bosman,Jan-Mathijs Schoffelen,Robert Oostenveld,Jarrod R Dowdall,Peter De Weerd,Peter De Weerd,Henry Kennedy,Henry Kennedy,Pascal Fries,Pascal Fries +14 more
TL;DR: It is demonstrated that feedforward and feedback signaling use distinct frequency channels, suggesting that they subserve differential communication requirements.
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Interoceptive predictions in the brain
TL;DR: The Embodied Predictive Interoception Coding model is introduced, which integrates an anatomical model of corticocortical connections with Bayesian active inference principles, to propose that agranular visceromotor cortices contribute to interoception by issuing interoceptive predictions.
References
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David H. Hubel,Torsten N. Wiesel +1 more
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