•  174
    Predictive Processing and Body Representation
    In Routledge Handbook of Bodily Awareness, . forthcoming.
    We introduce the predictive processing account of body representation, according to which body representation emerges via a domain-general scheme of (long-term) prediction error minimisation. We contrast this account against one where body representation is underpinned by domain-specific systems, whose exclusive function is to track the body. We illustrate how the predictive processing account offers considerable advantages in explaining various empirical findings, and we draw out some implicati…Read more
  •  9
    Conscious Self-Evidencing
    Review of Philosophy and Psychology 1-20. forthcoming.
    Self-evidencing describes the purported predictive processing of all self-organising systems, whether conscious or not. Self-evidencing in itself is therefore not sufficient for consciousness. Different systems may however be capable of self-evidencing in different, specific and distinct ways. Some of these ways of self-evidencing can be matched up with, and explain, several properties of consciousness. This carves out a distinction in nature between those systems that are conscious, as describe…Read more
  •  371
    Conscious self-evidencing
    Review of Psychology and Philosophy. forthcoming.
    Self-evidencing describes the purported predictive processing of all self-organising systems, whether conscious or not. Self-evidencing in itself is therefore not sufficient for consciousness. Different systems may however be capable of self-evidencing in different, specific and distinct ways. Some of these ways of self-evidencing can be matched up with, and explain, several properties of consciousness. This carves out a distinction in nature between those systems that are conscious, as describe…Read more
  •  20
    The effect of uncertainty on prediction error in the action perception loop
    with Kelsey Perrykkad, Rebecca P. Lawson, and Sharna Jamadar
    Cognition 210 104598. 2021.
    Among all their sensations, agents need to distinguish between those caused by themselves and those caused by external causes. The ability to infer agency is particularly challenging under conditions of uncertainty. Within the predictive processing framework, this should happen through active control of prediction error that closes the action-perception loop. Here we use a novel, temporally-sensitive, behavioural proxy for prediction error to show that it is minimised most quickly when volatilit…Read more
  •  26
    Predictive processing as a systematic basis for identifying the neural correlates of consciousness
    with Anil Seth
    Philosophy and the Mind Sciences 1 (II). 2020.
    The search for the neural correlates of consciousness is in need of a systematic, principled foundation that can endow putative neural correlates with greater predictive and explanatory value. Here, we propose the predictive processing framework for brain function as a promising candidate for providing this systematic foundation. The proposal is motivated by that framework’s ability to address three general challenges to identifying the neural correlates of consciousness, and to satisfy two cons…Read more
  •  30
    At present, the science of consciousness is structured around the search for the neural correlates of consciousness. One of the alleged advantages of the NCCs framework is its metaphysical neutrality—the fact that it begs no contested questions with respect to debates about the fundamental nature of consciousness. Here, we argue that even if the NCC framework is metaphysically neutral, it is structurally committed, for it presupposes a certain model—what we call the Lite-Brite model—of conscious…Read more
  •  27
    Events and Machine Learning
    with Augustus Hebblewhite and Tom Drummond
    Topics in Cognitive Science 13 (1): 243-247. 2021.
    Topics in Cognitive Science, Volume 13, Issue 1, Page 243-247, January 2021.
  •  5
    Tracking the Influence of Predictive Cues on the Evaluation of Food Images: Volatility Enables Nudging
    with Kajornvut Ounjai, Lalida Suppaso, and Johan Lauwereyns
    Frontiers in Psychology 11. 2020.
  •  22
    What is the function of cognition? On one influential account, cognition evolved to co-ordinate behaviour with environmental change or complexity. Liberal interpretations of this view ascribe cognition to an extraordinarily broad set of biological systems—even bacteria, which modulate their activity in response to salient external cues, would seem to qualify as cognitive agents. However, equating cognition with adaptive flexibility per se glosses over important distinctions in the way biological…Read more
  •  23
    The free energy principle says that any self-organising system that is at nonequilibrium steady-state with its environment must minimize its free energy. It is proposed as a grand unifying principle for cognitive science and biology. The principle can appear cryptic, esoteric, too ambitious, and unfalsifiable—suggesting it would be best to suspend any belief in the principle, and instead focus on individual, more concrete and falsifiable ‘process theories’ for particular biological processes and…Read more
  •  79
    New directions in predictive processing
    Mind and Language 35 (2): 209-223. 2020.
    Predictive processing (PP) is now a prominent theoretical framework in the philosophy of mind and cognitive science. This review focuses on PP research with a relatively philosophical focus, taking stock of the framework and discussing new directions. The review contains an introduction that describes the full PP toolbox; an exploration of areas where PP has advanced understanding of perceptual and cognitive phenomena; a discussion of PP's impact on foundational issues in cognitive science; and …Read more
  •  32
    Events, Event Prediction, and Predictive Processing
    with Augustus Hebblewhite and Tom Drummond
    Topics in Cognitive Science 13 (1): 252-255. 2021.
    Events and event prediction are pivotal concepts across much of cognitive science, as demonstrated by the papers in this special issue. We first discuss how the study of events and the predictive processing framework may fruitfully inform each other. We then briefly point to some links to broader philosophical questions about events.
  •  13
    There is a view on consciousness that has strong intuitive appeal and empirical support: the intermediate-level theory of consciousness, proposed mainly by Ray Jackendoff and by Jesse Prinz. This theory identifies a specific “intermediate” level of representation as the basis of human phenomenal consciousness, which sits between high-level non-perspectival thought processes and low-level disjointed feature-detection processes in the perceptual and cognitive processing hierarchy. In this article,…Read more
  •  1
    This chapter focuses on what’s novel in the perspective that the prediction error minimization (PEM) framework affords on the cognitive-scientific project of explaining intelligence by appeal to internal representations. It shows how truth-conditional and resemblance-based approaches to representation in generative models may be integrated. The PEM framework in cognitive science is an approach to cognition and perception centered on a simple idea: organisms represent the world by constantly pred…Read more
  •  5
    Reflections on predictive processing and the mind. Interview with Jakob Hohwy
    Avant: Trends in Interdisciplinary Studies 5 (3): 145-152. 2014.
  •  23
    Phenomenology and Cognitive Science: Don’t Fear the Reductionist Bogey-man
    Australasian Philosophical Review 2 (2): 138-144. 2018.
    Shaun Gallagher calls for a radical rethinking of the concept of nature and he resists reduction of phenomenology to computational-neural science. However, classic, reductionist science, at least in contemporary computational guise, has the resources to accommodate insights from transcendental phenomenology. Reductionism should be embraced, not feared.
  •  36
    Bayes, time perception, and relativity: The central role of hopelessness
    with Lachlan Kent, George van Doorn, and Britt Klein
    Consciousness and Cognition 69 70-80. 2019.
  •  54
    Can the free energy principle be used to generate a theory of consciousness?
    with Tononi Guilio, Seth Anil, and Tsuchiya Naotsugu
    Frontiers in Human Neuroscience 9. 2015.
  •  23
    Autism and the sensorimotor effects of the Rubber-Hand Illusion
    with Palmer Colin, Paton Bryan, Kirkovski Melissa, and Enticott Peter
    Frontiers in Human Neuroscience 9. 2015.
  •  435
    Mind–brain identity and evidential insulation
    Philosophical Studies 153 (3): 377-395. 2011.
    Is it rational to believe that the mind is identical to the brain? Identity theorists say it is (or looks like it will be, once all the neuroscientific evidence is in), and they base this claim on a general epistemic route to belief in identity. I re-develop this general route and defend it against some objections. Then I discuss how rational belief in mind–brain identity, obtained via this route, can be threatened by an appropriately adjusted version of the anti-physicalist knowledge argument. …Read more
  •  33
    Response to Fazekas and Overgaard: Degrees and Levels
    with Tim Bayne and Adrian M. Owen
    Trends in Cognitive Sciences 20 (10): 716-717. 2016.
  •  339
    How to entrain your evil demon
    Philosophy and Predictive Processing. 2017.
    The notion that the brain is a prediction error minimizer entails, via the notion of Markov blankets and self-evidencing, a form of global scepticism — an inability to rule out evil demon scenarios. This type of scepticism is viewed by some as a sign of a fatally flawed conception of mind and cognition. Here I discuss whether this scepticism is ameliorated by acknowledging the role of action in the most ambitious approach to prediction error minimization, namely under the free energy principle. …Read more
  •  116
    In this paper, we consider how certain longstanding philosophical questions about mental representation may be answered on the assumption that cognitive and perceptual systems implement hierarchical generative models, such as those discussed within the prediction error minimization framework. We build on existing treatments of representation via structural resemblance, such as those in Gładziejewski :559–582, 2016) and Gładziejewski and Miłkowski, to argue for a representationalist interpretatio…Read more
  •  187
    Creatures that have different physical realizations than human beings may or may not be conscious. Ned Block’s ‘harder problem of consciousness’ is that naturalistic phenomenal realists have no conception of a rational ground for belief that they have or have not discovered consciousness in such a creature. Drawing on the notion of inference to the best explanation, it appears the arguments to these conclusions beg the question and ignore that explanation may be a guide to discovery. Thus, best …Read more
  •  596
    Individual Differences in Moral Behaviour: A Role for Response to Risk and Uncertainty?
    with Colin J. Palmer, Bryan Paton, Trung T. Ngo, Richard H. Thomson, and Steven M. Miller
    Neuroethics 6 (1): 97-103. 2013.
    Investigation of neural and cognitive processes underlying individual variation in moral preferences is underway, with notable similarities emerging between moral- and risk-based decision-making. Here we specifically assessed moral distributive justice preferences and non-moral financial gambling preferences in the same individuals, and report an association between these seemingly disparate forms of decision-making. Moreover, we find this association between distributive justice and risky decis…Read more
  •  1074
    The search for neural correlates of consciousness
    Philosophy Compass 2 (3). 2007.
    Most consciousness researchers, almost no matter what their views of the metaphysics of consciousness, can agree that the first step in a science of consciousness is the search for the neural correlate of consciousness (the NCC). The reason for this agreement is that the notion of ‘correlation’ doesn’t by itself commit one to any particular metaphysical view about the relation between (neural) matter and consciousness. For example, some might treat the correlates as causally related, while other…Read more
  •  354
    Disorders of consciousness include coma, the vegetative state and the minimally conscious state. Such patients are often regarded as unconscious. This has consequences for end of life decisions for these patients: it is much easier to justify withdrawing life support for unconscious than conscious patients. Recent brain imaging research has however suggested that some patients may in fact be conscious.
  •  661
    The hypothesis testing brain: Some philosophical applications
    Proceedings of the Australian Society for Cognitive Science Conference. 2010.
    According to one theory, the brain is a sophisticated hypothesis tester: perception is Bayesian unconscious inference where the brain actively uses predictions to test, and then refine, models about what the causes of its sensory input might be. The brain’s task is simply continually to minimise prediction error. This theory, which is getting increasingly popular, holds great explanatory promise for a number of central areas of research at the intersection of philosophy and cognitive neuroscienc…Read more