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Baltieri, Manuel and Buckley, Christopher (2019) [Commentary] Generative models as parsimonious descriptions of sensorimotor loops. Behavioral and Brain Sciences, 42. ISSN 0140-525X

Baltieri, Manuel and Buckley, Christopher (2019) The dark room problem in predictive processing and active inference, a legacy of cognitivism? ALIFE 2019, Newcastle upon Tyne, UK, 29 July - 2nd August, 2019. Published in: Proceedings of the Artificial Life Conference 2019 (ALIFE 2019). (31) 40-47. MIT Press, Cambridge, MA.

Baltieri, Manuel and Buckley, Christopher L (2019) Nonmodular architectures of cognitive systems based on active inference. 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 14-19 July 2019. Published in: 2019 International Joint Conference on Neural Networks (IJCNN): 2019 Proceedings. Institute of Electrical and Electronics Engineers ISSN 2161-4407 ISBN 978-1-7281-1985-4

Baltieri, Manuel and Buckley, Christopher L (2019) PID control as a process of active inference with linear generative models. Entropy, 21 (3). a257 1-25. ISSN 1099-4300

Baltieri, Manuel and Buckley, Christopher L (2018) The modularity of action and perception revisited using control theory and active inference. ALIFE 2018, Tokyo, Japan, July 23-27. Published in: Ikegami, Takashi, Virgo, Natheniel, Witkowski, Olaf, Oka, Mizuki, Suzuki, Reiji and Hiroyuki, Iizuka, (eds.) Proceedings of the Artificial Life Conference (ALIFE 2018). MIT Press

Baltieri, Manuel and Buckley, Christopher L (2018) A probabilistic interpretation of PID controllers using active inference. SAB 2018: 15th International Conference on the Simulation of Adaptive Behavior, Frankfurt/Main, Germany, 14-17 August 2018. Published in: From Animals to Animats 15: 15th International Conference on Simulation of Adaptive Behavior, SAB 2018, Frankfurt/Main, Germany, August 14-17, 2018, Proceedings. Springer Verlag ISSN 0302-9743 ISBN 9783319976273

C

Clark, Andy (2019) Consciousness as generative entanglement. Journal of Philosophy, 116 (12). pp. 645-662. ISSN 1939-8549

D

Diamand, Alan, Schmuker, Michael and Nowotny, Thomas (2019) An unsupervised neuromorphic clustering algorithm. Biological Cybernetics. ISSN 0340-1200

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Hartley, Caroline, Farmer, Simon and Berthouze, Luc (2020) Temporal ordering of input modulates connectivity formation in a developmental neuronal network model of the cortex. PLoS ONE, 15 (1). e0226772. ISSN 1932-6203

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Knight, James C, Sakhapov, Daniil, Domcsek, Norbert, Dewar, Alexander D M, Graham, Paul, Nowotny, Thomas and Philippides, Andrew (2019) Insect-inspired visual navigation on-board an autonomous robot: real-world routes encoded in a single layer network. ALife 2019: the 2019 conference on Artificial Life, Newcastle, July 29 - August 2, 2019. Published in: Proceedings of ALIFE 2019: The 2019 Conference on Artificial Life. (31) 60-67. MIT Press ISBN 9780262358446

O

Overbury, Peter, Kiss, István Z and Berthouze, Luc (2018) Mapping structural diversity in networks sharing a given degree distribution and global clustering: Adaptive resolution grid search evolution with Diophantine equation-based mutations. Complex Networks 2018: The 7th International Conference on Complex Networks and Their Applications, Cambridge, United Kingdom, December 11-13, 2018. Published in: Cherifi, C B, Cherifi, H, Karsai, M and Musolesi, M, (eds.) Complex Networks & Their Applications VII - Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018. 812 718-730. Springer ISSN 1860-949X ISBN 9783030054106

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Shim, Yoonsik, Philippides, Andrew, Staras, Kevin and Husbands, Phil (2016) Unsupervised learning in an ensemble of spiking neural networks mediated by ITDP. PLoS Computational Biology, 12 (10). e1005137 1-41. ISSN 1553-734X

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Tee, Philip, Parisis, George, Berthouze, Luc and Wakeman, Ian (2018) Relating vertex and global graph entropy in randomly generated graphs. Entropy, 20 (7). ISSN 1099-4300

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West, Timothy O, Berthouze, Luc, Farmer, Simon F and Litvak, Vladimir (2021) Inference of Brain Networks with Approximate Bayesian Computation– assessing face validity with an example application in Parkinsonism. NeuroImage, 236. a118020. ISSN 1053-8119

West, Timothy O, Berthouze, Luc, Halliday, David M, Litvak, Vladimir, Sharott, Andrew, Magill, Peter J and Farmer, Simon F (2018) Propagation of beta/gamma rhythms in the cortico-basal ganglia circuits of the Parkinsonian rat. Journal of Neurophysiology, 119. pp. 1608-1628. ISSN 0022-3077