Results 21 to 30 of about 460,640 (165)

Predictive coding I: Introduction

Philosophy Compass, 2023
Abstract Predictive coding – sometimes also known as ‘predictive processing’, ‘free energy minimisation’, or ‘prediction error minimisation’ – claims to offer a complete, unified theory of cognition that stretches all the way from cellular biology to phenomenology.
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Attention and perceptual adaptation [PDF]

, 2013
Commentary on Andy Clark's target article on predictive ...
Block, Ned, Siegel, Susanna
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Role of N-methyl-D-aspartate receptors in action-based predictive coding deficits in schizophrenia [PDF]

, 2017
Published in final edited form as:Biol Psychiatry. 2017 March 15; 81(6): 514–524. doi:10.1016/j.biopsych.2016.06.019.BACKGROUND: Recent theoretical models of schizophrenia posit that dysfunction of the neural mechanisms subserving predictive coding ...
Ford, Judith M., Gunduz-Bruce, Handan, Jaeger, Judith, Kort, Naomi S., Krystal, John H., Mathalon, Daniel H., Reinhart, Robert M.G., Roach, Brian J.   +7 more
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Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks

Frontiers in Computational Neuroscience, 2022
Backpropagation has been regarded as the most favorable algorithm for training artificial neural networks. However, it has been criticized for its biological implausibility because its learning mechanism contradicts the human brain.
Jangho Lee, Jeonghee Jo, Byounghwa Lee, Jung-Hoon Lee, Sungroh Yoon, Sungroh Yoon   +5 more
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Associative Memories via Predictive Coding

Advances in neural information processing systems, 2021
24 pages, 18 ...
Salvatori, T, Song, Y, Hong, Y, Sha, L, Frieder, S, Xu, Z, Bogacz, R, Lukasiewicz, T   +7 more
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An Efficient Lossless Compression Method for Periodic Signals Based on Adaptive Dictionary Predictive Coding

Applied Sciences, 2020
This paper reports on an efficient lossless compression method for periodic signals based on adaptive dictionary predictive coding. Some previous methods for data compression, such as difference pulse coding (DPCM), discrete cosine transform (DCT ...
Shaofei Dai, Wenbo Liu, Zhengyi Wang, Kaiyu Li, Pengfei Zhu, Ping Wang   +5 more
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Predictive Coding and Binocular Rivalry

i-Perception, 2011
The notion of unconscious perceptual inference, particularly in the shape of predictive coding, promises to address many of the problems of visual perception that has long preoccupied philosophy.
Jakob Hohwy
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A Predictive Coding Framework for Understanding Major Depression

Frontiers in Human Neuroscience, 2022
Predictive coding models of brain processing propose that top-down cortical signals promote efficient neural signaling by carrying predictions about incoming sensory information.
Jessica R. Gilbert, Christina Wusinich, Carlos A. Zarate   +2 more
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Canonical Microcircuits for Predictive Coding [PDF]

Neuron, 2012
This Perspective considers the influential notion of a canonical (cortical) microcircuit in light of recent theories about neuronal processing. Specifically, we conciliate quantitative studies of microcircuitry and the functional logic of neuronal computations.
Bastos, A.M., Usrey, W.M., Adams, R.A., Mangun, G.R., Fries, P., Fries, P., Friston, K.J.   +6 more
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On the relationship between predictive coding and backpropagation.

PLoS ONE, 2022
Artificial neural networks are often interpreted as abstract models of biological neuronal networks, but they are typically trained using the biologically unrealistic backpropagation algorithm and its variants.
Robert Rosenbaum
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