Results 11 to 20 of about 460,640 (165)
Predictive coding with spiking neurons and feedforward gist signaling [PDF]
Frontiers in Computational NeurosciencePredictive 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 +6 more
doaj +2 more sources
Corticofugal regulation of predictive coding
eLife, 2022 Sensory systems must account for both contextual factors and prior experience to adaptively engage with the dynamic external environment. In the central auditory system, neurons modulate their responses to sounds based on statistical context.
Alexandria MH Lesicko +4 more
doaj +1 more source
Learning Sentence-Level Representations with Predictive Coding
Machine Learning and Knowledge Extraction, 2023 Learning sentence representations is an essential and challenging topic in the deep learning and natural language processing communities. Recent methods pre-train big models on a massive text corpus, focusing mainly on learning the representation of ...
Vladimir Araujo +2 more
doaj +1 more source
Continual Sequence Modeling With Predictive Coding
Frontiers in Neurorobotics, 2022 Recurrent neural networks (RNNs) have been proved very successful at modeling sequential data such as language or motions. However, these successes rely on the use of the backpropagation through time (BPTT) algorithm, batch training, and the hypothesis ...
Louis Annabi +3 more
doaj +1 more source
, 2023 Abstract Predictive coding algorithms specify reciprocal message passing between hierarchical levels of a modular computation; likewise, the cerebral cortex can be characterized as a hierarchical arrangement of areas communicating via reciprocal forward and backward pathways.
Stewart Shipp, Karl Friston
openaire +2 more sources
Hybrid predictive coding: Inferring, fast and slow.
PLoS Computational Biology, 2023 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.
Alexander Tscshantz +3 more
doaj +1 more source
Hierarchical predictive coding in distributed pain circuits
Frontiers in Neural Circuits, 2023 Predictive coding is a computational theory on describing how the brain perceives and acts, which has been widely adopted in sensory processing and motor control.
Zhe Sage Chen +4 more
doaj +1 more source
Can hierarchical predictive coding explain binocular rivalry? [PDF]
, 2021 Hohwy et al.’s (2008) model of binocular rivalry (BR) is taken as a classic illustration of predictive coding’s explanatory power. I revisit the account and show that it cannot explain the role of reward in BR.
Haas, Julia
core
Predictive coding and religious belief
Filosofia Unisinos, 2018 In this paper I investigate the epistemic implications of a recent theory of religious cognition that draws on predictive coding. The theory argues that certain experiences are heavily shaped by a subject’s prior (religious) beliefs and thereby makes ...
Hans Van Eyghen
doaj +1 more source
Predictive ECG coding using linear time-invariant models [PDF]
Archive of Oncology, 2004 Electrocardiogram (ECG) signal compression suffers of lack of standards for analogue-digital conversion. Results of this study have shown that 8 bits/sample, although frequently in use, does not satisfy quality criteria for medical doctors.
Bošković Aleksandar +2 more
doaj +1 more source