Predictive Processing Resource List

IMPORTANT PAPERS

• Predictive Coding in the Free-Energy Principle - Karl Friston

  • Philos Trans R Soc Lond B Biol Sci. 2009 May 12;364(1521):1211-21

• Free-Energy Principle: A Unified Brain Theory? - Karl Friston

  • Nat Rev Neurosci. 2010 Feb;11(2):127-38

• Interoceptive Inference, Emotion and the Self – Anil Seth

  • Trends Cogn Sci. 2013 Nov;17(11):565-73

• Theory of Constructed Emotion – Lisa Feldman Barrett

  • Soc Cogn Affect Neurosci. 2017 Jan 1;12(1):1-23

• Binocular Rivalry & Predictive Processing – Jakob Hohwy

  • Cognition. 2008 Sep;108(3):687-701

• Action & Behaviour – Karl Friston

  • Biol Cybern. 2010 Mar;102(3):227-60

• What we think about when we think about predictive processing - PR Corlett

  • J Abnorm Psychol. 2020 Aug;129(6):529-533

• A Bayesian Account of ‘hysteria’ - MJ Edwards

  • Brain.2012 Nov;135(Pt 11):3495-512

LEADERS IN THE FIELD

1. Karl Friston - Known for developing the Free Energy Principle, a theoretical framework for predictive processing.

2. Andy Clark - Philosopher and cognitive scientist renowned for his work on predictive brains, embodiment, and the extended mind

3. Lisa Feldman Barrett - Researches the theory of constructed emotions, suggesting emotions are brain-generated predictions based on past experiences.

4. Anil K. Seth - Professor of Cognitive and Computational Neuroscience, focused on applying predictive processing to understand consciousness.

5. Jakob Hohwy - Philosopher exploring the philosophical implications of predictive processing in consciousness and perception.

6. Samil Chandaria - Studies the intersections of philosophy, cognitive science, and predictive processing in understanding the mind and perception.

7. Lucia Melloni - Investigates how neural mechanisms of predictions shape human perception and consciousness.

8. Sophie Scott - Focuses on the neuroscience of voices, speech, and laughter, relating these areas to predictive processing theories.

BOOKS

• Active Inference: The Free Energy Principle in Mind, Brain, and Behavior (2022)

  • Authors: Thomas Parr, Giovanni Pezzulo, Karl J. Firston

• Being You: A New Science of Consciousness (2021)

  • Author: Anil Seth

• The Experience Machine: How Our Minds Predict and Shape Reality (2023)

  • Author: Andy Clark

• How Emotions Are Made: The Secret Life of the Brain (2018)

  • Author: Lisa Feldman Barrett

• The Predictive Mind (2013)

  • Author: Jakob Hohwy

VIDEOS

• Basics of Active Inference – Ben White

• Being You, Overview of Predictive Processing – Anil Seth

• Synaptopathy and Bayesian Brain (2023) – Karl Friston

• The Experience Machine – Andy Clark

• How Emotions are Made: The Secret Life of the Brain (2021) - Lisa Feldman Barrett