Search Results - Generative predictive coding

Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images

Authors: Ororbia, Alexander Mali, Ankur A

Source: Proceedings of the Annual Meeting of the Cognitive Science Society. 45(45)

Subject Terms: Artificial Intelligence, Pattern recognition, Predictive Processing, Computational neuroscience, Neural Networks

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/990936zz
https://escholarship.org/content/qt990936zz/qt990936zz.pdf

Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images

Authors: Ororbia, Alexander Mali, Ankur

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2211.12047

Bidirectional Interaction between Visual and Motor Generative Models using Predictive Coding and Active Inference

Authors: Annabi, Louis Pitti, Alexandre Quoy, Mathias

Index Terms: Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, text

URL: http://arxiv.org/abs/2104.09163

Predictive Coding under the Free-Energy Principle

Authors: Friston, Karl Kiebel, Stefan

Source: Philosophical Transactions: Biological Sciences, 2009 May 01. 364(1521), 1211-1221.

Access URL: https://www.jstor.org/stable/40485889

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

Authors: Oliviers, Gaspard Bogacz, Rafal Meulemans, Alexander

Source: PLoS Computational Biology; 10/30/2024, Vol. 20 Issue 10, p1-34, 34p

Subject Terms: PROBABILISTIC generative models, PROCESS capability, NEURAL codes, CODING theory, NEUROPLASTICITY

The mind as a predictive modelling engine : generative models, structural similarity, and mental representation

Authors: Williams, Daniel George Holton, Richard

Contributors: Williams, Daniel George Holton, Richard

Subject Terms: 153.2, mental representation, predictive coding, predictive processing, philosophy, generative models, structural resemblance, structural similarity

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.763724

Enhancing Learning-Based Cross-Modality Prediction for Lossless Medical Imaging Compression

Authors: Daniel S. Nicolau Lucas A. Thomaz Luis M. N. Tavora et al.

Source: IEEE Open Journal of Signal Processing, Vol 6, Pp 489-497 (2025)

Subject Terms: learning-based prediction, Electrical engineering. Electronics. Nuclear engineering, Generative predictive coding, lossless image coding, multimodal medical imaging, versatile video coding, TK1-9971

Access URL: https://doaj.org/article/e64498c377cd4e20a819cdc07d8a6fc1

Making Predictive Coding Networks Generative

Authors: Orchard, Jeff Sun, Wei

Index Terms: Computer Science - Neural and Evolutionary Computing, text

URL: http://arxiv.org/abs/1910.12151

Generative Pre-Training for Speech with Autoregressive Predictive Coding

Authors: Chung, Yu-An Glass, James

Index Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Computation and Language, Computer Science - Machine Learning, Computer Science - Sound, text

URL: http://arxiv.org/abs/1910.12607

Predictive Coding in the Auditory System

Authors: Gentner, Timothy Rudraraju, Srihita

Index Terms: Experimental psychology, Neurosciences, behavior, birdsong, cognition, perception, predictive coding, sounds, publication

URL: https://escholarship.org/uc/item/4gt7j679

Orientation selectivity enhances context generalization and generative predictive coding in the hippocampus

Authors: George Dragoi Jérémie Sibille Kefei Liu

Source: Neuron. 109:3688-3698.e6

Subject Terms: 0301 basic medicine, 0303 health sciences, 03 medical and health sciences, Place Cells, Memory, Animals, Learning, Hippocampus, Generalization, Psychological, Rats

Access URL: https://pubmed.ncbi.nlm.nih.gov/34506724
https://www.sciencedirect.com/science/article/pii/S0896627321006103
https://pubmed.ncbi.nlm.nih.gov/34506724/
https://www.cell.com/neuron/fulltext/S0896-6273(21)00610-3

Collective predictive coding as model of science: formalizing scientific activities towards generative science

Authors: Tadahiro Taniguchi Shiro Takagi Jun Otsuka et al.

Source: R Soc Open Sci
Royal Society Open Science, Vol 12, Iss 6 (2025)

Subject Terms: Physics - Physics and Society, Science, Society and Policy, collective predictive coding, Science, multi-agent system, Bayesian inference, FOS: Physical sciences, Physics and Society (physics.soc-ph), model of science

Access URL: http://arxiv.org/abs/2409.00102
https://doaj.org/article/55a4fbf23b0945e3b266a4b8775b0708

Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm

Authors: Sennesh, Eli Wu, Hao Salvatori, Tommaso

Index Terms: Statistics - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Quantitative Biology - Neurons and Cognition, text

URL: http://arxiv.org/abs/2408.05834

Semantic and episodic memories in a predictive coding model of the neocortex

Authors: Fontaine, Lucie Alexandre, Frédéric

Contributors: Fontaine, Lucie Alexandre, Frédéric

Subject Terms: FOS: Computer and information sciences, hippocampus, semantic memory, [INFO.INFO-NE] Computer Science [cs]/Neural and Evolutionary Computing [cs.NE], episodic memory, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Machine Learning (cs.LG), Machine Learning, autoassociative memory, neocortex, Neural and Evolutionary Computing, generative model, Neural and Evolutionary Computing (cs.NE), predictive coding

File Description: application/pdf

Access URL: http://arxiv.org/abs/2509.01987
https://hal.science/hal-05202850v1

Predictive coding of cognitive processes in natural and artificial systems.

Authors: Hopfinger, Joseph B. Slotnick, Scott D.

Source: Cognitive Neuroscience; Jan-Oct2025, Vol. 16 Issue 1-4, p1-4, 4p

Subject Terms: ARTIFICIAL intelligence, PREDICTION models, PROBABILISTIC generative models, COGNITIVE psychology, AWARENESS, VISUAL perception, COGNITION

Semantic Predictive Coding with Arbitrated Generative Adversarial Networks

Authors: Radamanthys Stivaktakis Grigorios Tsagkatakis Panagiotis Tsakalides

Source: Machine Learning and Knowledge Extraction, Vol 2, Iss 3, Pp 307-326 (2020)
Machine Learning and Knowledge Extraction
Volume 2
Issue 3
Pages 17-326

Subject Terms: TK7885-7895, Computer engineering. Computer hardware, 03 medical and health sciences, 0302 clinical medicine, next-frame prediction, semantic predictive coding, 0202 electrical engineering, electronic engineering, information engineering, deep learning, 02 engineering and technology, generative adversarial networks

File Description: application/pdf

Access URL: https://www.mdpi.com/2504-4990/2/3/17/pdf
https://doaj.org/article/4f09044d8c19477ba4e62a6cde1d572b
https://www.mdpi.com/2504-4990/2/3/17/pdf
https://www.mdpi.com/2504-4990/2/3/17
https://doi.org/10.3390/make2030017
https://dblp.uni-trier.de/db/journals/make/make2.html#StivaktakisTT20

Developing Variational Generative Models Using Predictive Coding

Authors: Senhui Qiu Saugat Bhattacharyya Damien Coyle et al.

Source: Advances in Intelligent Systems and Computing ISBN: 9783031788567

Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning

Authors: Chen, Xiaodan Pitti, Alexandre Quoy, Mathias et al.

Index Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, text

URL: http://arxiv.org/abs/2412.17456

Collective predictive coding hypothesis Toward new development of symbol emergence in robotics and language evolution / 集合的予測符号化仮説 記号創発ロボティクスと言語進化の新展開に向けて

Authors: Tadahiro Taniguchi TANIGUCHI 谷口 忠大

Source: Proceedings of the Annual Conference of JSAI. 2023, :4

A Predictive-Coding Network That Is Both Discriminative and Generative

Authors: Jeff Orchard Wei Sun

Source: Neural Computation. 32:1836-1862

Subject Terms: Discrimination Learning, 0301 basic medicine, 03 medical and health sciences, 0302 clinical medicine, Humans, Neural Networks, Computer, Forecasting, Pattern Recognition, Automated

Access URL: https://pubmed.ncbi.nlm.nih.gov/32795234
https://pubmed.ncbi.nlm.nih.gov/32795234/
https://direct.mit.edu/neco/article/32/10/1836/95621/A-Predictive-Coding-Network-That-Is-Both
https://www.ncbi.nlm.nih.gov/pubmed/32795234
https://www.mitpressjournals.org/doi/abs/10.1162/neco_a_01311
https://dblp.uni-trier.de/db/journals/neco/neco32.html#SunO20