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Christopher L. Buckley

2 papers in the library · 56 citations · publishing 2019-2023

Papers

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Hybrid predictive coding: Inferring, fast and slow

PLoS Computational Biology August 2, 2023 Alexander Tscshantz, Beren Millidge, Anil K. Seth et al. 56 citations

Predictive coding is an influential model of cortical neural activity. It proposes that perceptual beliefs are furnished by sequentially minimising "prediction errors"-the differences between predicted and observed data. Implicit in this proposal is the idea that successful perception requires multiple cycles of neural activity. This is at odds with evidence that several aspects of visual...

Nonmodular architectures of cognitive systems based on active inference

arXiv Preprint Archive March 22, 2019 Manuel Baltieri, Christopher L. Buckley

In psychology and neuroscience it is common to describe cognitive systems as input/output devices where perceptual and motor functions are implemented in a purely feedforward, open-loop fashion. On this view, perception and action are often seen as encapsulated modules with limited interaction between them. While embodied and enactive approaches to cognitive science have challenged the...