Predictive coding I: Introduction

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. However, the exact content of the view, and...

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Published in:Philosophy compass Vol. 19; no. 1
Main Author: Sprevak, Mark
Format: Journal Article
Language:English
Published: Ithaca Wiley Subscription Services, Inc 01.01.2024
ISSN:1747-9991, 1747-9991
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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. However, the exact content of the view, and how it might achieve its ambitions, is not clear. This series of articles examines predictive coding and attempts to identify its key commitments and justification. The present article begins by focusing on possible confounds with predictive coding: claims that are often identified with predictive coding, but which are not predictive coding. These include the idea that the brain employs an efficient scheme for encoding its incoming sensory signals; that perceptual experience is shaped by prior beliefs; that cognition involves minimisation of prediction error; that the brain is a probabilistic inference engine; and that the brain learns and employs a generative model of the world. These ideas have garnered widespread support in modern cognitive neuroscience, but it is important not to conflate them with predictive coding.
AbstractList 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. However, the exact content of the view, and how it might achieve its ambitions, is not clear. This series of articles examines predictive coding and attempts to identify its key commitments and justification. The present article begins by focusing on possible confounds with predictive coding: claims that are often identified with predictive coding, but which are not predictive coding. These include the idea that the brain employs an efficient scheme for encoding its incoming sensory signals; that perceptual experience is shaped by prior beliefs; that cognition involves minimisation of prediction error; that the brain is a probabilistic inference engine; and that the brain learns and employs a generative model of the world. These ideas have garnered widespread support in modern cognitive neuroscience, but it is important not to conflate them with predictive coding.
Author Sprevak, Mark
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Cites_doi 10.1016/j.tics.2008.03.006
10.1017/s0140525x15000965
10.1101/108944
10.3389/fnhum.2013.00598
10.1162/neco.2008.20.1.91
10.1093/acrefore/9780190264086.013.328
10.1007/978-1-4939-2236-9_11
10.1073/pnas.1101430108
10.1038/nn.3495
10.1016/j.tics.2018.06.002
10.51628/001c.10839
10.1038/nrn2787
10.1016/j.tics.2006.05.003
10.1146/annurev‐vision‐082114‐035447
10.1093/analys/anx083
10.1016/j.tics.2017.04.009
10.1109/CVPR.2006.227
10.1016/j.conb.2017.08.010
10.1016/j.neunet.2003.06.005
10.1201/9781315119588
10.1016/j.tics.2006.05.006
10.1007/s11023‐011‐9241‐3
10.48550/arXiv.1608.05148
10.4324/9781315643670-32
10.1080/net.12.3.241.253
10.1109/79.952803
10.1007/s13164‐015‐0283‐y
10.1098/rstb.1997.0095
10.1016/j.neuron.2012.10.038
10.1016/j.tics.2006.05.007
10.1017/CBO9780511804779
10.1093/bjps/axy059
10.1017/s0140525x04000093
10.1126/science.275.5306.1593
10.1016/j.tics.2010.01.003
10.1111/tops.12704
10.5840/jphil20191161241
10.1093/acprof:oso/9780190217013.001.0001
10.1016/j.neuron.2018.10.003
10.1016/j.tics.2009.04.005
10.1016/j.jmp.2015.11.003
10.1016/j.neuron.2011.10.006
10.1162/089892999563607
10.1016/j.tins.2004.10.007
10.1007/s11229‐020‐02548‐9
10.1098/rstb.2014.0169
10.1126/science.1192788
10.1016/j.tics.2016.10.003
10.1093/acprof:oso/9780199682737.001.0001
10.3389/fpsyg.2012.00096
10.1111/mila.12281
10.1007/978-0-387-45528-0
10.1016/j.concog.2016.04.001
10.1037/h0054663
10.1098/rstb.2005.1622
10.1017/CBO9780511621123
10.1007/s13164‐015‐0253‐4
10.1037/a0026450
10.1016/j.bandc.2015.11.003
10.1016/s1364‐6613(00)01773‐3
10.1016/j.tics.2006.05.002
10.1177/0963721412447619
10.1111/j.1933‐1592.2010.00481.x
10.1093/acprof:oso/9780199216093.001.0001
10.1007/s11023‐017‐9420‐y
10.1038/nature02169
10.4324/9781315736174
10.1162/089976601300014420
10.1080/09515089.2022.2092465
10.4324/9781315150420
10.1017/s0140525x18000936
10.1093/cercor/bhu159
10.1017/s0140525x12000477
10.1146/annurev.neuro.24.1.1193
10.5964/bioling.8783
10.7551/mitpress/9780262028707.001.0001
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References 2010; 11
2010; 14
2017; 47
2004; 27
1997; 352
1997; 275
2017; 46
2003; 15
2003; 16
2018; 41
2021; 72
2013; 7
2016; 39
2017; 112
2012; 128
1978
1977
2015; 370
2009; 13
2018; 2
2013; 16
1990
2017; 77
2017; 76
2011; 72
2019; 116
1999; 11
2022; 36
2011; 21
1982
2008; 20
2021; 198
2001; 18
2001; 12
2001; 13
2010; 4
2012; 21
1867
2015; 1
1954; 61
2018; 100
2015; 6
2012
2011
2006; 10
2019; 2
2010
2017; 27
2017; 21
2008
2008; 12
2006
2020; 35
2003
1991
2002
2018; 22
2004; 427
2001; 24
2012; 76
2011; 331
1990; 1
2016; 7
2015; 25
2013; 36
2005; 360
2012; 3
2011; 108
2023
2022
2021
2001; 5
2020
2019
2016; 20
2018
2017
1961
2016
2015
2014
2013
2012; 84
e_1_2_10_21_1
e_1_2_10_44_1
MacKay D. J. C. (e_1_2_10_64_1) 2003
Sprevak M. (e_1_2_10_92_1)
Marr D. (e_1_2_10_67_1) 1982
e_1_2_10_40_1
Clark A. (e_1_2_10_16_1) 2011
e_1_2_10_70_1
Rescorla M. (e_1_2_10_81_1) 2020
e_1_2_10_2_1
e_1_2_10_18_1
e_1_2_10_74_1
e_1_2_10_97_1
e_1_2_10_6_1
e_1_2_10_55_1
e_1_2_10_14_1
e_1_2_10_37_1
e_1_2_10_13_1
e_1_2_10_32_1
Dennett D. C. (e_1_2_10_27_1) 1991
e_1_2_10_51_1
Ramsey F. P. (e_1_2_10_79_1) 1990
e_1_2_10_82_1
e_1_2_10_63_1
e_1_2_10_86_1
e_1_2_10_105_1
e_1_2_10_25_1
e_1_2_10_48_1
e_1_2_10_101_1
e_1_2_10_45_1
e_1_2_10_22_1
Friston K. (e_1_2_10_39_1) 2018; 2
e_1_2_10_41_1
Seth A. K. (e_1_2_10_88_1) 2017
Hoyer P. O. (e_1_2_10_49_1) 2003
Helmholtz H. (e_1_2_10_103_1) 1867
e_1_2_10_90_1
e_1_2_10_71_1
Laudan L. (e_1_2_10_62_1) 1977
e_1_2_10_52_1
e_1_2_10_3_1
e_1_2_10_19_1
e_1_2_10_75_1
e_1_2_10_38_1
e_1_2_10_56_1
e_1_2_10_7_1
e_1_2_10_15_1
Finetti B. (e_1_2_10_24_1) 1990
e_1_2_10_10_1
e_1_2_10_60_1
e_1_2_10_102_1
e_1_2_10_87_1
e_1_2_10_26_1
e_1_2_10_68_1
e_1_2_10_46_1
Clark A. (e_1_2_10_20_1) 2023
e_1_2_10_42_1
Metzinger T. (e_1_2_10_69_1) 2017
e_1_2_10_91_1
e_1_2_10_95_1
e_1_2_10_4_1
e_1_2_10_53_1
e_1_2_10_76_1
e_1_2_10_99_1
e_1_2_10_8_1
e_1_2_10_57_1
e_1_2_10_58_1
e_1_2_10_34_1
e_1_2_10_11_1
Sprevak M. (e_1_2_10_93_1)
e_1_2_10_30_1
Seth A. K. (e_1_2_10_89_1) 2021
Stone J. V. (e_1_2_10_98_1) 2018
e_1_2_10_80_1
e_1_2_10_61_1
e_1_2_10_84_1
Drayson Z. (e_1_2_10_29_1) 2017
e_1_2_10_65_1
e_1_2_10_43_1
Sprevak M. (e_1_2_10_94_1)
Danks D. (e_1_2_10_23_1) 2019
Ng A. Y. (e_1_2_10_72_1) 2002
e_1_2_10_73_1
e_1_2_10_96_1
Barlow H. B. (e_1_2_10_5_1) 1961
e_1_2_10_54_1
e_1_2_10_17_1
e_1_2_10_77_1
Russell S. (e_1_2_10_83_1) 2010
e_1_2_10_36_1
e_1_2_10_12_1
e_1_2_10_35_1
e_1_2_10_9_1
e_1_2_10_59_1
e_1_2_10_31_1
Raina R. (e_1_2_10_78_1) 2003
e_1_2_10_50_1
Forster M. (e_1_2_10_33_1) 2008
e_1_2_10_104_1
e_1_2_10_85_1
e_1_2_10_28_1
e_1_2_10_66_1
e_1_2_10_100_1
e_1_2_10_47_1
References_xml – volume: 6
  start-page: 547
  issue: 4
  year: 2015
  end-page: 569
  article-title: Cognitive penetrability of perception in the age of prediction: Predictive systems are penetrable systems
  publication-title: Review of Philosophy and Psychology
– year: 2017
  article-title: The case against full probability distributions in perceptual decision making
  publication-title: bioRxiv
– volume: 10
  start-page: 335
  issue: 7
  year: 2006
  end-page: 344
  article-title: Probabilistic models of language processing and acquisition
  publication-title: Trends in Cognitive Sciences
– volume: 22
  start-page: 764
  issue: 9
  year: 2018
  end-page: 779
  article-title: How do expectations shape perception?
  publication-title: Trends in Cognitive Sciences
– volume: 21
  start-page: 389
  issue: 3
  year: 2011
  end-page: 410
  article-title: Confirmation in the cognitive sciences: The problematic case of Bayesian models
  publication-title: Minds and Machines
– start-page: 841
  year: 2002
  end-page: 848
– volume: 1
  year: 1990
– volume: 7
  year: 2013
  article-title: The anatomy of choice: Active inference and agency
  publication-title: Frontiers in Human Neuroscience
– volume: 77
  start-page: 848
  issue: 4
  year: 2017
  end-page: 857
  article-title: Catching the prediction wave in brain science
  publication-title: Analysis
– volume: 2
  start-page: 17
  year: 2018
  end-page: 43
  article-title: Of woodlice and men: A Bayesian account of cognition, life and consciousness: An interview with Karl Friston
  publication-title: ALIUS Bulletin
– start-page: 87
  year: 2006
  end-page: 94
– volume: 331
  start-page: 1279
  issue: 6022
  year: 2011
  end-page: 1285
  article-title: How to grow a mind: Statistics, structure, and abstraction
  publication-title: Science
– volume: 275
  start-page: 1593
  issue: 5306
  year: 1997
  end-page: 1599
  article-title: A neural substrate of prediction and reward
  publication-title: Science
– volume: 27
  start-page: 712
  issue: 12
  year: 2004
  end-page: 719
  article-title: The Bayesian brain: The role of uncertainty in neural coding and computation
  publication-title: Trends in Neurosciences
– volume: 21
  start-page: 492
  issue: 7
  year: 2017
  end-page: 493
  article-title: The sampling brain
  publication-title: Trends in Cognitive Sciences
– volume: 352
  start-page: 1121
  issue: 1358
  year: 1997
  end-page: 1128
  article-title: Knowledge in perception and illusion
  publication-title: Philosophical Transactions of the Royal Society of London, Series B
– year: 2021
– volume: 72
  start-page: 425
  issue: 3
  year: 2011
  end-page: 442
  article-title: Computational mechanisms of sensorimotor control
  publication-title: Neuron
– volume: 41
  start-page: 1
  year: 2018
  end-page: 66
  article-title: Suboptimality in perceptual decision making
  publication-title: Behavioral and Brain Sciences
– volume: 20
  start-page: 91
  issue: 1
  year: 2008
  end-page: 117
  article-title: Bayesian spiking neurons I: Inference
  publication-title: Neural Computation
– volume: 116
  start-page: 645
  issue: 12
  year: 2019
  end-page: 662
  article-title: Consciousness as generative entanglement
  publication-title: The Journal of Philosophy
– volume: 36
  start-page: 181
  issue: 3
  year: 2013
  end-page: 253
  article-title: Whatever next? Predictive brains, situated agents, and the future of cognitive science
  publication-title: Behavioral and Brain Sciences
– volume: 370
  issue: 1668
  year: 2015
  article-title: Cerebral hierarchies: Predictive processing, precision and the pulvinar
  publication-title: Philosophical Transactions of the Royal Society of London, Series B
– volume: 76
  start-page: 695
  issue: 4
  year: 2012
  end-page: 711
  article-title: Canonical microcircuits for predictive coding
  publication-title: Neuron
– year: 1990
– year: 2018
– volume: 18
  start-page: 22
  issue: 5
  year: 2001
  end-page: 35
  article-title: A tutorial on modern lossy wavelet image compression: Foundations of JPEG 2000
  publication-title: IEEE Signal Processing Magazine
– year: 2014
– volume: 112
  start-page: 92
  year: 2017
  end-page: 97
  article-title: A review of predictive coding algorithms
  publication-title: Brain and Cognition
– volume: 10
  start-page: 287
  issue: 7
  year: 2006
  end-page: 291
  article-title: Probabilistic models of cognition: Conceptual foundations
  publication-title: Trends in Cognitive Sciences
– volume: 5
  start-page: 487
  issue: 11
  year: 2001
  end-page: 494
  article-title: Perspectives and problems in motor learning
  publication-title: Trends in Cognitive Sciences
– year: 1982
– volume: 198
  start-page: 7781
  issue: 8
  year: 2021
  end-page: 7806
  article-title: Fame in the predictive brain: A deflationary approach to explaining consciousness in the prediction error minimization framework
  publication-title: Synthese
– volume: 3
  start-page: 1
  year: 2012
  end-page: 14
  article-title: Attention and conscious perception in the hypothesis testing brain
  publication-title: Frontiers in Psychology
– volume: 20
  start-page: 883
  issue: 12
  year: 2016
  end-page: 893
  article-title: Bayesian brains without probabilities
  publication-title: Trends in Cognitive Sciences
– volume: 2
  issue: 3
  year: 2019
  article-title: What does the free energy principle tell us about the brain?
  publication-title: Neurons, Behavior, Data Analysis, and Theory
– volume: 61
  start-page: 183
  issue: 3
  year: 1954
  end-page: 193
  article-title: Informational aspects of visual perception
  publication-title: Psychological Review
– volume: 46
  start-page: 219
  year: 2017
  end-page: 227
  article-title: With or without you: Predictive coding and Bayesian inference in the brain
  publication-title: Current Opinion in Neurobiology
– year: 2008
– volume: 427
  start-page: 244
  issue: 6971
  year: 2004
  end-page: 247
  article-title: Bayesian integration in sensorimotor learning
  publication-title: Nature
– year: 2022
– volume: 35
  start-page: 209
  issue: 2
  year: 2020
  end-page: 223
  article-title: New directions in predictive processing
  publication-title: Mind and Language
– volume: 360
  start-page: 815
  issue: 1456
  year: 2005
  end-page: 836
  article-title: A theory of cortical responses
  publication-title: Philosophical Transactions of the Royal Society of London, Series B
– volume: 108
  start-page: 12491
  issue: 30
  year: 2011
  end-page: 12496
  article-title: Bayesian sampling in visual perception
  publication-title: Proceedings of the National Academy of Sciences
– volume: 76
  start-page: 198
  year: 2017
  end-page: 211
  article-title: A tutorial on the free‐energy framework for modelling perception and learning
  publication-title: Journal of Mathematical Psychology
– start-page: 424
  year: 2018
  end-page: 435
– volume: 128
  start-page: 389
  issue: 3
  year: 2012
  end-page: 414
  article-title: Bayesian just‐so stories in psychology and neuroscience
  publication-title: Psychological Bulletin
– year: 2019
– year: 2015
– year: 1867
– volume: 27
  start-page: 381
  issue: 2
  year: 2017
  end-page: 385
  article-title: Review of Andy Clark, Surfing Uncertainty: Prediction, Action, and the Embodied Mind
  publication-title: Minds and Machines
– volume: 16
  start-page: 545
  year: 2003
  end-page: 552
– volume: 21
  start-page: 263
  issue: 4
  year: 2012
  end-page: 268
  article-title: Bridging levels of analysis for probabilistic models of cognition
  publication-title: Current Directions in Psychological Science
– volume: 39
  year: 2016
  article-title: Cognition does not affect perception: Evaluating the evidence for ‘top‐down’ effects
  publication-title: Behavioral and Brain Sciences
– volume: 13
  start-page: 293
  issue: 7
  year: 2009
  end-page: 301
  article-title: The free‐energy principle: A rough guide to the brain?
  publication-title: Trends in Cognitive Sciences
– volume: 12
  start-page: 241
  issue: 3
  year: 2001
  end-page: 253
  article-title: Redundancy reduction revisited
  publication-title: Network: Computation in Neural Systems
– year: 2003
– start-page: 405
  year: 2008
  end-page: 413
– volume: 36
  start-page: 438
  issue: 2
  year: 2022
  end-page: 441
  article-title: Understanding phenomenal consciousness while keeping it real
  publication-title: Philosophical Psychology
– volume: 84
  start-page: 24
  issue: 1
  year: 2012
  end-page: 62
  article-title: Cognivite penetration of colour experience: Rethinking the issue in light of an indirect mechanism
  publication-title: Philosophy and Phenomenological Research
– volume: 16
  start-page: 1325
  issue: 9
  year: 2003
  end-page: 1352
  article-title: Learning and inference in the brain
  publication-title: Neural Networks
– volume: 10
  start-page: 319
  issue: 7
  year: 2006
  end-page: 326
  article-title: Bayesian decision theory in sensorimotor control
  publication-title: Trends in Cognitive Sciences
– volume: 15
  start-page: 277
  year: 2003
  end-page: 284
– volume: 25
  start-page: 3434
  issue: 10
  year: 2015
  end-page: 34445
  article-title: The dopaminergic midbrain encodes the expected certainty about desired outcomes
  publication-title: Cerebral Cortex
– year: 2016
– volume: 47
  start-page: 6
  year: 2017
  end-page: 16
  article-title: The relationship between cognitive penetration and predictive coding
  publication-title: Consciousness and Cognition
– year: 1977
– start-page: 149
  year: 2019
  end-page: 158
– volume: 12
  start-page: 265
  issue: 7
  year: 2008
  end-page: 272
  article-title: Dialogues on prediction errors
  publication-title: Trends in Cognitive Sciences
– year: 2010
– year: 2012
– start-page: 217
  year: 1961
  end-page: 234
– volume: 11
  start-page: 551
  issue: 5
  year: 1999
  end-page: 559
  article-title: Spatio‐temporal prediction modulates the perception of self‐produced stimuli
  publication-title: Journal of Cognitive Neuroscience
– start-page: 221
  year: 2015
  end-page: 244
– volume: 72
  start-page: 185
  issue: 1
  year: 2021
  end-page: 220
  article-title: Being realist about Bayes, and the predictive processing theory of mind
  publication-title: The British Journal for the Philosophy of Science
– volume: 14
  start-page: 119
  issue: 3
  year: 2010
  end-page: 130
  article-title: Statistically optimal perception and learning: From behavior to neural representations
  publication-title: Trends in Cognitive Sciences
– year: 2011
  article-title: What scientific concept would improve everybody’s cognitive toolkit?
  publication-title: Edge
– volume: 100
  start-page: 424
  issue: 2
  year: 2018
  end-page: 435
  article-title: Predictive processing: A canonical cortical computation
  publication-title: Neuron
– start-page: 40
  year: 2020
  end-page: 73
– volume: 10
  start-page: 301
  issue: 7
  year: 2006
  end-page: 308
  article-title: Vision as Bayesian inference: Analysis by synthesis?
  publication-title: Trends in Cognitive Sciences
– volume: 16
  start-page: 1170
  issue: 9
  year: 2013
  end-page: 1178
  article-title: Probabilistic brains: Knows and unknowns
  publication-title: Nature Neuroscience
– year: 2006
– volume: 7
  start-page: 863
  issue: 4
  year: 2016
  end-page: 903
  article-title: Subjective probability as sampling propensity
  publication-title: Review of Philosophy and Psychology
– year: 2023
– volume: 13
  start-page: 477
  issue: 3
  year: 2001
  end-page: 504
  article-title: The limits of counting accuracy in distributed neural representations
  publication-title: Neural Computation
– volume: 4
  start-page: 174
  issue: 2–3
  year: 2010
  end-page: 200
  article-title: Analysis by synthesis: A (re‐)emerging program of research for language and vision
  publication-title: Biolinguistics
– volume: 24
  start-page: 1193
  issue: 1
  year: 2001
  end-page: 1216
  article-title: Natural image statistics and neural representation
  publication-title: Annual Review of Neuroscience
– year: 2023
  article-title: An introduction to predictive processing models of perception and decision‐making
  publication-title: Topics in Cognitive Science
– year: 2017
  article-title: Full resolution image compression with recurrent neural networks
  publication-title: arXiv
– volume: 27
  start-page: 377
  issue: 3
  year: 2004
  end-page: 442
  article-title: The emulator theory of representation: Motor control, imagery, and perception
  publication-title: Behavioral and Brain Sciences
– year: 1991
– year: 2017
– year: 1978
– volume: 1
  start-page: 417
  year: 2015
  end-page: 446
  article-title: Deep neural networks: A new framework for modeling biological vision and brain information processing
  publication-title: Annual Review of Vision Science
– volume: 11
  start-page: 127
  issue: 2
  year: 2010
  end-page: 138
  article-title: The free‐energy principle: A unified brain theory?
  publication-title: Nature Reviews Neuroscience
– year: 2013
– ident: e_1_2_10_73_1
  doi: 10.1016/j.tics.2008.03.006
– ident: e_1_2_10_31_1
  doi: 10.1017/s0140525x15000965
– ident: e_1_2_10_76_1
  doi: 10.1101/108944
– ident: e_1_2_10_40_1
  doi: 10.3389/fnhum.2013.00598
– ident: e_1_2_10_26_1
  doi: 10.1162/neco.2008.20.1.91
– volume-title: The experience machine: How our minds predict and shape reality
  year: 2023
  ident: e_1_2_10_20_1
– ident: e_1_2_10_51_1
  doi: 10.1093/acrefore/9780190264086.013.328
– ident: e_1_2_10_56_1
  doi: 10.1007/978-1-4939-2236-9_11
– volume-title: Progress and its problems
  year: 1977
  ident: e_1_2_10_62_1
– ident: e_1_2_10_70_1
  doi: 10.1073/pnas.1101430108
– ident: e_1_2_10_75_1
  doi: 10.1038/nn.3495
– volume-title: Predictive coding II: The computational level
  ident: e_1_2_10_92_1
– ident: e_1_2_10_25_1
  doi: 10.1016/j.tics.2018.06.002
– ident: e_1_2_10_42_1
  doi: 10.51628/001c.10839
– ident: e_1_2_10_38_1
  doi: 10.1038/nrn2787
– ident: e_1_2_10_58_1
  doi: 10.1016/j.tics.2006.05.003
– ident: e_1_2_10_12_1
– ident: e_1_2_10_59_1
  doi: 10.1146/annurev‐vision‐082114‐035447
– ident: e_1_2_10_82_1
  doi: 10.1093/analys/anx083
– volume-title: Information theory, inference, and learning algorithms
  year: 2003
  ident: e_1_2_10_64_1
– ident: e_1_2_10_85_1
  doi: 10.1016/j.tics.2017.04.009
– ident: e_1_2_10_61_1
  doi: 10.1109/CVPR.2006.227
– ident: e_1_2_10_2_1
  doi: 10.1016/j.conb.2017.08.010
– ident: e_1_2_10_35_1
  doi: 10.1016/j.neunet.2003.06.005
– ident: e_1_2_10_68_1
  doi: 10.1201/9781315119588
– start-page: 277
  volume-title: Advances in neural information processing systems
  year: 2003
  ident: e_1_2_10_49_1
– volume-title: Predictive coding IV: The implementation level
  ident: e_1_2_10_94_1
– ident: e_1_2_10_13_1
  doi: 10.1016/j.tics.2006.05.006
– ident: e_1_2_10_30_1
  doi: 10.1007/s11023‐011‐9241‐3
– ident: e_1_2_10_101_1
  doi: 10.48550/arXiv.1608.05148
– ident: e_1_2_10_80_1
  doi: 10.4324/9781315643670-32
– ident: e_1_2_10_6_1
  doi: 10.1080/net.12.3.241.253
– ident: e_1_2_10_102_1
  doi: 10.1109/79.952803
– ident: e_1_2_10_50_1
  doi: 10.1007/s13164‐015‐0283‐y
– year: 2011
  ident: e_1_2_10_16_1
  article-title: What scientific concept would improve everybody’s cognitive toolkit?
  publication-title: Edge
– ident: e_1_2_10_43_1
  doi: 10.1098/rstb.1997.0095
– volume-title: Principles of neural information theory: Computational neuroscience and metabolic efficiency
  year: 2018
  ident: e_1_2_10_98_1
– ident: e_1_2_10_7_1
  doi: 10.1016/j.neuron.2012.10.038
– volume-title: Artificial intelligence: A modern approach
  year: 2010
  ident: e_1_2_10_83_1
– ident: e_1_2_10_15_1
  doi: 10.1016/j.tics.2006.05.007
– ident: e_1_2_10_4_1
  doi: 10.1017/CBO9780511804779
– ident: e_1_2_10_22_1
  doi: 10.1093/bjps/axy059
– ident: e_1_2_10_45_1
  doi: 10.1017/s0140525x04000093
– ident: e_1_2_10_86_1
  doi: 10.1126/science.275.5306.1593
– ident: e_1_2_10_32_1
  doi: 10.1016/j.tics.2010.01.003
– start-page: 545
  volume-title: Advances in neural information processing systems
  year: 2003
  ident: e_1_2_10_78_1
– ident: e_1_2_10_96_1
  doi: 10.1111/tops.12704
– ident: e_1_2_10_19_1
  doi: 10.5840/jphil20191161241
– ident: e_1_2_10_18_1
  doi: 10.1093/acprof:oso/9780190217013.001.0001
– ident: e_1_2_10_53_1
  doi: 10.1016/j.neuron.2018.10.003
– start-page: 149
  volume-title: The Routledge handbook of the computational mind
  year: 2019
  ident: e_1_2_10_23_1
– ident: e_1_2_10_37_1
  doi: 10.1016/j.tics.2009.04.005
– volume-title: Being you: A new science of consciousness
  year: 2021
  ident: e_1_2_10_89_1
– volume-title: Philosophy and predictive processing
  year: 2017
  ident: e_1_2_10_29_1
– ident: e_1_2_10_10_1
  doi: 10.1016/j.jmp.2015.11.003
– ident: e_1_2_10_34_1
  doi: 10.1016/j.neuron.2011.10.006
– ident: e_1_2_10_9_1
  doi: 10.1162/089892999563607
– ident: e_1_2_10_55_1
  doi: 10.1016/j.tins.2004.10.007
– ident: e_1_2_10_28_1
  doi: 10.1007/s11229‐020‐02548‐9
– volume: 2
  start-page: 17
  year: 2018
  ident: e_1_2_10_39_1
  article-title: Of woodlice and men: A Bayesian account of cognition, life and consciousness: An interview with Karl Friston
  publication-title: ALIUS Bulletin
– ident: e_1_2_10_52_1
  doi: 10.1098/rstb.2014.0169
– ident: e_1_2_10_100_1
  doi: 10.1126/science.1192788
– start-page: 40
  volume-title: Inference and consciousness
  year: 2020
  ident: e_1_2_10_81_1
– ident: e_1_2_10_84_1
  doi: 10.1016/j.tics.2016.10.003
– ident: e_1_2_10_47_1
  doi: 10.1093/acprof:oso/9780199682737.001.0001
– ident: e_1_2_10_99_1
– volume-title: Philosophy and predictive processing
  year: 2017
  ident: e_1_2_10_69_1
– ident: e_1_2_10_46_1
  doi: 10.3389/fpsyg.2012.00096
– ident: e_1_2_10_48_1
  doi: 10.1111/mila.12281
– volume-title: Philosophical papers
  year: 1990
  ident: e_1_2_10_79_1
– ident: e_1_2_10_8_1
  doi: 10.1007/978-0-387-45528-0
– ident: e_1_2_10_66_1
  doi: 10.1016/j.concog.2016.04.001
– ident: e_1_2_10_3_1
  doi: 10.1037/h0054663
– ident: e_1_2_10_36_1
  doi: 10.1098/rstb.2005.1622
– ident: e_1_2_10_60_1
  doi: 10.1017/CBO9780511621123
– ident: e_1_2_10_63_1
  doi: 10.1007/s13164‐015‐0253‐4
– ident: e_1_2_10_11_1
  doi: 10.1037/a0026450
– start-page: 217
  volume-title: Sensory communication
  year: 1961
  ident: e_1_2_10_5_1
– ident: e_1_2_10_91_1
  doi: 10.1016/j.bandc.2015.11.003
– ident: e_1_2_10_104_1
  doi: 10.1016/s1364‐6613(00)01773‐3
– volume-title: Vision
  year: 1982
  ident: e_1_2_10_67_1
– ident: e_1_2_10_105_1
  doi: 10.1016/j.tics.2006.05.002
– ident: e_1_2_10_44_1
  doi: 10.1177/0963721412447619
– ident: e_1_2_10_65_1
  doi: 10.1111/j.1933‐1592.2010.00481.x
– ident: e_1_2_10_14_1
  doi: 10.1093/acprof:oso/9780199216093.001.0001
– start-page: 405
  volume-title: The Routledge companion to philosophy of science
  year: 2008
  ident: e_1_2_10_33_1
– ident: e_1_2_10_21_1
  doi: 10.1007/s11023‐017‐9420‐y
– ident: e_1_2_10_57_1
  doi: 10.1038/nature02169
– volume-title: Philosophy and predictive processing
  year: 2017
  ident: e_1_2_10_88_1
– ident: e_1_2_10_71_1
  doi: 10.4324/9781315736174
– volume-title: Predictive coding III: The algorithmic level
  ident: e_1_2_10_93_1
– ident: e_1_2_10_41_1
  doi: 10.1162/089976601300014420
– ident: e_1_2_10_95_1
  doi: 10.1080/09515089.2022.2092465
– volume-title: Consciousness explained
  year: 1991
  ident: e_1_2_10_27_1
– ident: e_1_2_10_54_1
  doi: 10.4324/9781315150420
– ident: e_1_2_10_77_1
  doi: 10.1017/s0140525x18000936
– ident: e_1_2_10_87_1
  doi: 10.1093/cercor/bhu159
– ident: e_1_2_10_17_1
  doi: 10.1017/s0140525x12000477
– ident: e_1_2_10_90_1
  doi: 10.1146/annurev.neuro.24.1.1193
– start-page: 841
  volume-title: Advances in neural information processing systems 14
  year: 2002
  ident: e_1_2_10_72_1
– volume-title: Handbuch der physiologischen Optik
  year: 1867
  ident: e_1_2_10_103_1
– ident: e_1_2_10_74_1
  doi: 10.5964/bioling.8783
– volume-title: Theory of probability
  year: 1990
  ident: e_1_2_10_24_1
– ident: e_1_2_10_97_1
  doi: 10.7551/mitpress/9780262028707.001.0001
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Snippet Predictive coding – sometimes also known as ‘predictive processing’, ‘free energy minimisation’, or ‘prediction error minimisation’ – claims to offer a...
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Title Predictive coding I: Introduction
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