References

Adams, R. A., Shipp, S. & Friston, K. J. (2013). Predictions not commands: Active inference in the motor system. Brain Structure and Function, 218 (3), 611-643. 10.1007/s00429-012-0475-5

Apps, M. A. & Tsakiris, M. (2014). The free-energy self: A predictive coding account of self-recognition. Neuroscience and Biobehavioral Reviews, 41, 85-97. 10.1016/j.neubiorev.2013.01.029

Ashby, W. R. (1952). Design for a brain. London, UK: Chapman and Hall.

(1956). An introduction to cybernetics. London, UK: Chapman and Hall.

Aspell, J. E., Heydrich, L., Marillier, G., Lavanchy, T., Herbelin, B. & Blanke, O. (2013). Turning the body and self inside out: Visualized heartbeats alter bodily self-consciousness and tactile perception. Psychological Science, 24 (12), 2445-2453. 10.1177/0956797613498395

Bastos, A. M., Usrey, W. M., Adams, R. A., Mangun, G. R., Fries, P. & Friston, K. J. (2012). Canonical microcircuits for predictive coding. Neuron, 76 (4), 695-711. 10.1016/j.neuron.2012.10.038

Beaton, M. (2013). Phenomenology and embodied action. Constructivist Foundations, 8 (3), 298-313.

Beer, R. D. (2003). The dynamics of active categorical perception in an evolved model agent. Adaptive Behavior, 11 (4), 209-243. 10.1177/1059712303114001

Blanke, O. & Metzinger, T. (2009). Full-body illusions and minimal phenomenal selfhood. Trends in Cognitive Sciences, 13 (1), 7-13. 10.1016/j.tics.2008.10.003

Bongard, J. (2013). Evolutionary robotics. Communications of the ACM, 56 (8), 74-85. 10.1145/2493883

Bongard, J., Zykov, V. & Lipson, H. (2006). Resilient machines through continuous self-modeling. Science, 314 (5802), 1118-1121. 10.1126/science.1133687

Botvinick, M. & Cohen, J. (1998). Rubber hands 'feel' touch that eyes see. Nature, 391 (6669), 756-756. 10.1038/35784

Braitenberg, V. (1984). Vehicles: Experiments in synthetic psychology. Cambridge, MA: MIT Press.

Brooks, R. A. (1991). Intelligence without reason. In J. Mylopoulos & R. Reiter (Eds.) Proceedings of the 12th international joint conference on artificial intelligence - volume 1 (pp. 569-595). San Francisco, CA: Morgan Kaufmann Publishers.

Brown, H., Adams, R. A., Parees, I., Edwards, M. & Friston, K. J. (2013). Active inference, sensory attenuation and illusions. Cognitive Processing, 14 (4), 411-427. 10.1007/s10339-013-0571-3

Chemero, A. (2009). Radical embodied cognitive science. Cambridge, MA: MIT Press.

Clark, A. & Chalmers, D. J. (1998). The extended mind. Analysis, 58 (1), 7-19. 10.1093/analys/58.1.7

Clark, A. (1997). Being there. Putting brain, body, and world together again. Cambridge, MA: MIT Press.

(2013). Whatever next? Predictive brains, situated agents, and the future of cognitive science. Behavior and Brain Sciences, 36 (3), 181-204. 10.1017/S0140525X12000477

(2015). Embodied prediction. In T. Metzinger & J. M. Windt (Eds.) Open MIND (pp. 1-21). Frankfurt a. M., GER: MIND Group.

Conant, R. & Ashby, W. R. (1970). Every good regulator of a system must be a model of that system. International Journal of Systems Science, 1 (2), 89-97.

Craig, A. D. (2003). Interoception: The sense of the physiological condition of the body. Current Opinion in Neurobiology, 13 (4), 500-505. 10.1016/S0959

(2009). How do you feel now? The anterior insula and human awareness. Nature Reviews Neuroscience, 10 (1), 59-70. 10.1038/nrn2555

Critchley, H. D. & Seth, A. K. (2012). Will studies of macaque insula reveal the neural mechanisms of self-awareness? Neuron, 74 (3), 423-426. 10.1016/j.neuron.2012.04.012

Critchley, H. D., Wiens, S., Rotshtein, P., Ohman, A. & Dolan, R. J. (2004). Neural systems supporting interoceptive awareness. Nature Neuroscience, 7 (2), 189-195. 10.1038/nn1176

Damasio, A. (1994). Descartes' error. London, UK: Mac Millan.

Dunn, B. D., Galton, H. C., Morgan, R., Evans, D., Oliver, C., Meyer, M. & Dalgleish, T. (2010). Listening to your heart. How interoception shapes emotion experience and intuitive decision making. Psychological Science, 21 (12), 1835-1844. 10.1177/0956797610389191

Dupuy, J.-P. (2009). On the origins of cognitive science: The mechanization of mind. Cambridge, MA: MIT Press.

Evrard, H. C., Forro, T. & Logothetis, N. K. (2012). Von economo neurons in the anterior insula of the macaque monkey. Neuron, 74 (3), 482-489. 10.1016/j.neuron.2012.03.003

Ferri, F., Chiarelli, A. M., Merla, A., Gallese, V. & Costantini, M. (2013). The body beyond the body: Expectation of a sensory event is enough to induce ownership over a fake hand. Proceedings of the Royal Society B: Biological Sciences, 280 (1765), 20131140-20131140. 10.1098/rspb.2013.1140

Fletcher, P. C. & Frith, C. D. (2009). Perceiving is believing: A Bayesian approach to explaining the positive symptoms of schizophrenia. Nature Reviews Neuroscience, 10 (1), 48-58. 10.1038/nrn2536

Friston, K. J. (2005). A theory of cortical responses. Philosophical Transactions of the Royal Society B: Biological Sciences, 360 (1456), 815-836. 10.1098/rstb.2005.1622

(2009). The free-energy principle: A rough guide to the brain? Trends in Cognitive Sciences, 13 (7), 293-301. 10.1016/j.tics.2009.04.005.

(2010). The free-energy principle: A unified brain theory? Nature Reviews Neuroscience, 11 (2), 127-138. 10.1038/nrn2787

(2014). Active inference and agency. Cognitive Neuroscience, 5 (2), 119-121. 10.1080/17588928.2014.905517

Friston, K. J., Adams, R. A., Perrinet, L. & Breakspear, M. (2012). Perceptions as hypotheses: Saccades as experiments. Frontiers in Psychology, 3 (151), 1-20. 10.3389/fpsyg.2012.00151

Friston, K. J., Daunizeau, J., Kilner, J. & Kiebel, S. J. (2010). Action and behavior: A free-energy formulation. Biological Cybernetics, 102 (3), 227-260. 10.1007/s00422-010-0364-z

Friston, K. J., Kilner, J. & Harrison, L. (2006). A free energy principle for the brain. Journal of Physiology - Paris, 100 (1-3), 70-87. 10.1016/j.jphysparis.2006.10.001

Friston, K. J., Thornton, C. & Clark, A. (2012). Free-energy minimization and the dark-room problem. Frontiers in Psychology, 3 (130), 1-7. 10.3389/fpsyg.2012.00130

Gallese, V. & Sinigaglia, C. (2011). What is so special about embodied simulation? Trends in Cognitive Sciences, 15 (11), 512-519. 10.1016/j.tics.2011.09.003

Gibson, J. J. (1979). The ecological approach to visual perception. Hillsdale, NJ: Lawrence Erlbaum.

Gray, J. A. (2003). How are qualia coupled to functions? Trends in Cognitive Sciences, 7 (5), 192-194. 10.1016/S1364-6613(03)00077-9

Gregory, R. L. (1980). Perceptions as hypotheses. Philosophical Transactions of the Royal Society B: Biological Sciences, 290 (1038), 181-197. 10.1098/rstb.1980.0090

Gu, X. & Fitzgerald, T. H. (2014). Interoceptive inference: Homeostasis and decision-making. Trends in Cognitive Sciences, 18 (6), 269-270. 10.1016/j.tics.2014.02.001

Gu, X., Hof, P. R., Friston, K. J. & Fan, J. (2013). Anterior insular cortex and emotional awareness. Journal of Comparative Neurology, 521 (15), 3371-3388. 10.1002/cne.23368

Hinton, G. E. & Dayan, P. (1996). Varieties of Helmholtz Machine. Neural Networks, 9 (8), 1385-1403. 10.1016/S0893

Hohwy, J. (2013). The predictive mind. Oxford, UK: Oxford University Press.

(2015). The neural organ explains the mind. In T. Metzinger & J. M. Windt (Eds.) Open MIND (pp. 1-22). Frankfurt a.M., GER: MIND Group.

Hutto, D. & Myin, E. (2013). Radicalizing enactivism: Basic minds without content. Cambridge, MA: MIT Press.

Itti, L. & Baldi, P. (2009). Bayesian surprise attracts human attention. Vision Research, 49 (10), 1295-1306. 10.1016/j.visres.2008.09.007

James, W. (1894). The physical basis of emotion. Psychological Review, 1, 516-529.

Knill, D. C. & Pouget, A. (2004). The Bayesian brain: The role of uncertainty in neural coding and computation. Trends in Neurosciences, 27 (12), 712-719. 10.1016/j.tins.2004.10.007

Lee, T. S. & Mumford, D. (2003). Hierarchical Bayesian inference in the visual cortex. Journal of the Optical Society of America A,Optics, image science and vision, 20 (7), 1434-1448. 10.1364/JOSAA.20.001434

Limanowski, J. & Blankenburg, F. (2013). Minimal self-models and the free energy principle. Frontiers in Human Neurosciences, 7 (547), 1-20. 10.3389/fnhum.2013.00547

Makin, T. R., Holmes, N. P. & Ehrsson, H. H. (2008). On the other hand: Dummy hands and peripersonal space. Behavioural Brain Research, 191 (1), 1-10. 10.1016/j.bbr.2008.02.041

Metzinger, T. (2003). Being no one. Cambridge, MA: MIT Press.

Moseley, G. L., Olthof, N., Venema, A., Don, S., Wijers, M., Gallace, A. & Spence, C. (2008). Psychologically induced cooling of a specific body part caused by the illusory ownership of an artificial counterpart. Proceedings of the National Academy of Sciences of the United States of America, 105 (35), 13169-13173. 10.1073/pnas.0803768105

Neal, R. M. & Hinton, G. (1998). A view of the EM algorithm that justifies incremental, sparse, and other variants. In M. I. Jordan (Ed.) Learning in Graphical Models (pp. 355-368). Dordrecht, NL: Kluwer Academic Publishers.

Noë, A. (2004). Action in perception. Cambridge, MA: MIT Press.

(2006). Experience without the head. Clarendon, NY: Oxford University Press.

O'Regan, J. K. & Noë, A. (2001). A sensorimotor account of vision and visual consciousness. Behavioral and Brain Sciences, 24 (5), 939-1031.

O'Regan, J. K., Myin, E. & Noë, A. (2005). Skill, corporality and alerting capacity in an account of sensory consciousness. Progress in Brain Research, 150, 55-68. 10.1016/S0079-6123(05)50005-0

Otworowska, M., Kwisthout, J. & van Rooj, I. (2014). Counterfactual mathematics of counterfactual predictive models. Frontiers in psychology: Consciousness Research, 5 (801), 1-2. 10.3389/fpsyg.2014.00801

O’Regan, J. K. & Dagenaar, J. (2014). Consciousness without inner models: A sensorimotor account of what is going on in our heads. Proceedings of the AISB. http://doc.gold.ac.uk/aisb50/

Paulus, M. P. & Stein, M. B. (2006). An insular view of anxiety. Biological psychiatry, 60 (4), 383-387. 10.1016/j.biopsych.2006.03.042

Pfeifer, R. & Scheier, C. (1999). Understanding intelligence. Cambridge, MA: MIT Press.

Pickering, A. (2010). The cybernetic brain: Sketches of another future. Chicago, IL: University of Chicago Press.

Ploghaus, A., Tracey, I., Gati, J. S., Clare, S., Menon, R. S., Matthews, P. M. & Rawlins, J. N. (1999). Dissociating pain from its anticipation in the human brain. Science, 284 (5422), 1979-1981. 10.1126/science.284.5422.1979

Pouget, A., Beck, J. M., Ma, W. J. & Latham, P. E. (2013). Probabilistic brains: Knowns and unknowns. Nature Neuroscience, 16 (9), 1170-1178. 10.1038/nn.3495

Quattrocki, E. & Friston, K. (2014). Autism, oxytocin and interoception. Neuroscience and Biobehavioral Reviews, 47C, 410-430. 10.1016/j.neubiorev.2014.09.012

Rao, R. P. & Ballard, D. H. (1999). Predictive coding in the visual cortex: A functional interpretation of some extra-classical receptive-field effects. Nature Neuroscience, 2 (1), 79-87. 10.1038/4580

Rosa, M. J., Friston, K. J. & Penny, W. (2012). Post-hoc selection of dynamic causal models. Journal of Neuroscience Methods, 208 (1), 66-78. 10.1016/j.jneumeth.2012.04.013

Salomon, R., Lim, M., Pfeiffer, C., Gassert, R. & Blanke, O. (2013). Full body illusion is associated with widespread skin temperature reduction. Frontiers in Behavioral Neuroscience, 7 (65), 1-11. 10.3389/fnbeh.2013.00065

Schachter, S. & Singer, J. E. (1962). Cognitive, social, and physiological determinants of emotional state. Psychological Review, 69, 379-399. 10.1037/h0046234

Seth, A. K. & Critchley, H. D. (2013). Interoceptive predictive coding: A new view of emotion? Behavioral and Brain Sciences, 36 (3), 227-228.

Seth, A. K. (2013). Interoceptive inference, emotion, and the embodied self. Trends in Cognitive Sciences, 17 (11), 565-573. 10.1016/j.tics.2013.09.007

(2014a). Interoceptive inference: From decision-making to organism integrity. Trends in Cognitive Sciences, 18 (6), 270-271. 10.1016/j.tics.2014.03.006

(2014b). A predictive processing theory of sensorimotor contingencies: Explaining the puzzle of perceptual presence and its absence in synaesthesia. Cognitive Neuroscience, 5 (2), 97-118. 10.1080/17588928.2013.877880.

Seth, A. K., Suzuki, K. & Critchley, H. D. (2011). An interoceptive predictive coding model of conscious presence. Frontiers in Psychology, 2 (395), 1-16. 10.3389/fpsyg.2011.00395

Singer, T., Critchley, H. D. & Preuschoff, K. (2009). A common role of insula in feelings, empathy and uncertainty. Trends in Cognitive Sciences, 13 (8), 334-340. 10.1016/j.tics.2009.05.001

Sokol-Hessner, P., Hartley, C. A., Hamilton, J. R. & Phelps, E. A. (2014). Interoceptive ability predicts aversion to losses. Cognition and Emotion, 1-7. 10.1080/02699931.2014.925426

Suzuki, K., Garfinkel, S. N., Critchley, H. D. & Seth, A. K. (2013). Multisensory integration across exteroceptive and interoceptive domains modulates self-experience in the rubber-hand illusion. Neuropsychologia, 51 (13), 2909-2917. 10.1016/j.neuropsychologia.2013.08.014

Thompson, E. & Varela, F. J. (2001). Radical embodiment: Neural dynamics and consciousness. Trends in Cognitive Sciences, 5 (10), 418-425. 10.1016/S1364-6613(00)01750-2

Tsakiris, M., Tajadura-Jimenez, A. & Costantini, M. (2011). Just a heartbeat away from one's body: Interoceptive sensitivity predicts malleability of body-representations. Proceedings. Biological sciences / The Royal Society, 278 (1717), 2470-2476. 10.1098/rspb.2010.2547

Ueda, K., Okamoto, Y., Okada, G., Yamashita, H., Hori, T. & Yamawaki, S. (2003). Brain activity during expectancy of emotional stimuli: An fMRI study. NeuroReport, 14 (1), 51-55. 10.1097/01.wnr.0000050712.17082.1c

Van Gelder, T. (1995). What might cognition be if not computation? Journal of Philosophy, 92 (7), 345-381. 10.2307/2941061

Varela, F., Thompson, E. & Rosch, E. (1993). The embodied mind: Cognitive science and human experience. Cambridge, MA: MIT Press.

Verschure, P. F., Voegtlin, T. & Douglas, R. J. (2003). Environmentally mediated synergy between perception and behaviour in mobile robots. Nature, 425 (6958), 620-624. 10.1038/nature02024nature02024

Wolpert, D. M. & Ghahramani, Z. (2000). Computational principles of movement neuroscience. Nature Neuroscience, 3 Suppl, 1212-1217. 10.1038/81497