Results 21 to 30 of about 7,882,127 (311)

Complementing predictive coding [PDF]

Frontiers in Psychology, 2012
A commentary on Whatever next? Predictive brains, situated agents, and the future of cognitive science by Clark, A. (in press). Behav. Brain Sci. Clark (in press) discusses virtues of the neurocomputational perspective of predictive coding1, as well as evidential, conceptual, and methodological limits.
Will eNewsome
doaj   +3 more sources

Neural Elements for Predictive Coding [PDF]

Frontiers in Psychology, 2016
Predictive coding theories of sensory brain function interpret the hierarchical construction of the cerebral cortex as a Bayesian, generative model capable of predicting the sensory data consistent with any given percept. Predictions are fed backwards in
Stewart SHIPP, Stewart SHIPP
doaj   +3 more sources

Energy optimization induces predictive-coding properties in a multi-compartment spiking neural network model. [PDF]

PLoS Computational Biology
Predictive coding is a prominent theoretical framework for understanding hierarchical sensory processing in the brain, yet how it could be implemented in networks of cortical neurons is still unclear.
Mingfang Zhang, Raluca Chitic, Sander M Bohté   +2 more
doaj   +2 more sources

Correction: On the relationship between predictive coding and backpropagation. [PDF]

PLoS ONE
[This corrects the article DOI: 10.1371/journal.pone.0266102.].
Robert Rosenbaum
doaj   +2 more sources

Learning probability distributions of sensory inputs with Monte Carlo predictive coding. [PDF]

PLoS Computational Biology
It has been suggested that the brain employs probabilistic generative models to optimally interpret sensory information. This hypothesis has been formalised in distinct frameworks, focusing on explaining separate phenomena.
Gaspard Oliviers, Rafal Bogacz, Alexander Meulemans   +2 more
doaj   +2 more sources

Predictive coding and neurocomputational psychiatry: a mechanistic framework for understanding mental disorders. [PDF]

Front Psychiatry
Shaw AD, Sumner RL, Berndt LCS.
europepmc   +3 more sources

Linear predictive coding electroencephalography algorithms predict mortality in Parkinson's disease. [PDF]

Clin Park Relat Disord
Jamshidi S, Espinoza AI, Heinzman JT, May P, Uc EY, Narayanan NS, Dasgupta S.   +6 more
europepmc   +2 more sources

Predictive coding with spiking neurons and feedforward gist signaling [PDF]

Frontiers in Computational Neuroscience
Predictive coding (PC) is an influential theory in neuroscience, which suggests the existence of a cortical architecture that is constantly generating and updating predictive representations of sensory inputs.
Kwangjun Lee, Shirin Dora, Shirin Dora, Jorge F. Mejias, Sander M. Bohte, Sander M. Bohte, Cyriel M. A. Pennartz   +6 more
doaj   +2 more sources

World models and predictive coding for cognitive and developmental robotics: frontiers and challenges [PDF]

Adv. Robotics, 2023
Creating autonomous robots that can actively explore the environment, acquire knowledge and learn skills continuously is the ultimate achievement envisioned in cognitive and developmental robotics.
T. Taniguchi, Shingo Murata, Masahiro Suzuki, D. Ognibene, Pablo Lanillos, Emre Uğur, L. Jamone, Tomoaki Nakamura, Alejandra Ciria, B. Lara, G. Pezzulo   +10 more
semanticscholar   +1 more source

Brain-Inspired Computational Intelligence via Predictive Coding [PDF]

arXiv.org, 2023
Artificial intelligence (AI) is rapidly becoming one of the key technologies of this century. The majority of results in AI thus far have been achieved using deep neural networks trained with a learning algorithm called error backpropagation, always ...
Tommaso Salvatori, A. Mali, C. Buckley, Thomas Lukasiewicz, Rajesh P. N. Rao, Karl J. Friston, Alexander Ororbia   +6 more
semanticscholar   +1 more source