Evolutionary and Adaptive Systems (EASY)


Some recent publications from members of the EASy Group. See also our Research Centres and individual members pages for more comprehensive lists. The COGS archive of cognitive science research papers (a series of internal research reports) will also be of interest, with many reports by EASy members past and present.


Barnett, Lionel and Seth, Anil (2016) Detectability of Granger causality for subsampled continuous-time neurophysiological processes. Journal of Neuroscience Methods. ISSN 0165-0270 (Accepted)

Barrett, Adam B (2016) [Review] A comment on Tononi & Koch (2015) Consciousness: here, there and everywhere? Philosophical Transactions of the Royal Society B: Biological Sciences, 371 (1687). ISSN 0962-8436

Chan, Ho Ka, Yang, Dong-Ping, Zhou, Changsong and Nowotny, Thomas (2016) Burst firing enhances neural ouput correlation. Frontiers in Computational Neuroscience, 10 (42). ISSN 1662-5188

Collett, T S, Philippides, A and Hempel De Ibarra, N (2016) Insect navigation: How do wasps get home? Current Biology, 26 (4). R166-R168. ISSN 0960-9822

Chrisley, Ron and Sloman, Aaron (2016) Functionalism, revisionism, and qualia. APA Newsletter on Philosophy and Computers, 16 (1). ISSN 2155-9708 (Accepted)

Diamond, A, Schmuker, M, Berna, A Z, Trowell, S and Nowotny, Thomas (2016) Classifying continuous, real-time e-nose sensor data using a bio-inspired spiking network modelled on the insect olfactory system. Bioinspiration & Biomimetics, 11 (2). ISSN 1748-3190

Diamond, Alan, Nowotny, Thomas and Schmuker, michael (2016) Comparing neuromorphic solutions in action: implementing a bio-inspired solution to a benchmark classification task on three parallel-computing platforms. Frontiers in Neuroscience, 9. ISSN 1662-4548

Garfinkel, Sarah N, Tiley, Claire, O'Keeffe, Stephanie, Harrison, Neil A, Seth, Anil K and Critchley, Hugo D (2016) Discrepancies between dimensions of interoception in autism: implications for emotion and anxiety. Biological Psychology, 114. pp. 117-126. ISSN 0301-0511

Gould van Praag, Cassandra D, Garfinkel, Sarah, Ward, Jamie, Bor, Daniel and Seth, Anil K (2016) Automaticity and localisation of concurrents predicts colour area activity in grapheme-colour synaesthesia. Neuropsychologia, 88. pp. 5-14. ISSN 0028-3932

Johnson, Chris, Philippides, Andrew and Husbands, Philip (2016) Active shape discrimination with compliant bodies as reservoir computers. Artificial Life, 22 (2). ISSN 1064-5462

Li, Xiujuan, Padhan, Narendra, Sjöström, Elisabet O, Roche, Francis P, Testini, Chiara, Honkura, Naoki, Sáinz-Jaspeado, Miguel, Gordon, Emma, Bentley, Katie, Philippides, Andrew, Tolmachev, Vladimir, Dejana, Elisabetta, Stan, Radu V, Vestweber, Dietmar, Ballmer-Hofer, Kurt, Betsholtz, Christer, Pietras, Kristian, Jansson, Leif and Claesson-Welsh, Lena (2016) VEGFR2 pY949 signalling regulates adherens junction integrity and metastatic spread. Nature Communications, 7. p. 11017. ISSN 2041-1723

Malekshahi, Rahim, Seth, Anil, Papanikolaou, Amalia, Mathews, Zenon, Birbaumer, Niels, Verschure, Paul F M J and Caria, Andrea (2016) Differential neural mechanisms for early and late prediction error detection. Nature: Scientific Reports. ISSN 0028-0836 (Accepted)

S. Nolfi, J. Bongard, D.Floreano, P. Husbands (2016) Evolutionary Robotics. In Siciliano, B. and  Khatib, O. (Eds.) Springer Handbook of Robotics 2nd Ed, Chapter 76, Berlin: Springer, 2035-2067. isbn 978-3-319-32550-7

Otten, Marte, Pinto, Yair, Pfaffen, Chris L E, Seth, Anil K and Kanai, Ryota (2016) The uniformity illusion: central stimuli can determine peripheral perception. Psychological Science. ISSN 0956-7976 (Accepted)

Otten, Marte, Seth, Anil K and Pinto, Yair (2016) A social Bayesian brain: how social knowledge can shape visual perception. Brain and Cognition. ISSN 0278-2626

Parkinson, James, Garfinkel, Sarah, Critchley, Hugo, Dienes, Zoltan and Seth, Anil K (2016) Don’t make me angry, you wouldn’t like me when I’m angry: volitional choices to act or inhibit are modulated by subliminal perception of emotional faces. Cognitive, Affective, and Behavioral Neuroscience. ISSN 1530-7026 (Accepted)

Perez, Margot, Nowotny, Thomas, d'Ettore, Patrizia and Giurfa, Martin (2016) Olfactory experience shapes the evaluation of odour similarity in ants - a behavioural and computational analysis. Proceedings of the Royal Society of London. Series B, Containing papers of a Biological character. Royal Society (Great Britain), 283 (1837). p. 20160551. ISSN 0950-1193

Reveley, Colin, Gruslys, Audrūnas, Ye, Frank Q, Glen, Daniel, Samaha, Jason, Russ, Brian E, Saad, Ziad, Seth, Anil K, Leopold, David A and Saleem, Kadharbatcha S (2016) Three-dimensional digital template atlas of the Macaque brain. Cerebral Cortex. ISSN 1047-3211

Ritchie, Martin, Berthouze, Luc and Kiss, Istvan Z (2016) Generation and analysis of networks with a prescribed degree sequence and subgraph family: higher-order structure matters. Journal of Complex Networks. ISSN 2051-1310 (Accepted)

Schauer, Georg, Chang, Acer, Schwartzman, David, Rae, Charlotte L, Iriye, Heather, Seth, Anil K and Kanai, Ryota (2016) Fractionation of parietal function in bistable perception probed with concurrent TMS-EEG. Scientific Data, 3. ISSN 2052-4463

Seth, Anil K and Friston, Karl J (2016) Active interoceptive inference and the emotional brain. Philosophical Transactions B: Biological Sciences, 371 (1708). p. 20160007. ISSN 0962-8436

Seth, Anil K (2016) Why fish pain cannot and should not be ruled out. Animal Sentience, 2016 (020). ISSN 2377-7478

Sherman, Maxine T, Seth, Anil K and Kanai, Ryota (2016) Predictions shape confidence in the right inferior frontal gyrus. Journal of Neuroscience, 36 (40). pp. 10323-10336. ISSN 0270-6474

Sherman, Maxine T, Kanai, Ryota, Seth, Anil K and VanRullen, Rufin (2016) Rhythmic influence of top-down perceptual priors in the phase of pre-stimulus occipital alpha oscillations. Journal of Cognitive Neuroscience. ISSN 0898-929X (Accepted)

Y. Shim, J. Auerbach, P. Husbands (2016), Darwinian Dynamics of Embodied Chaotic Exploration, Proc. GECCO’16, ACM Press, 1053-1056.

Shim, Yoonsik, Philippides, Andy, Staras, Kevin and Husbands, Phil (2016) Unsupervised Learning in an Ensemble of Spiking Neural Networks mediated by ITDP. PLoS Computational Biology, 12 (10). e1005137. ISSN 1553-734X

Thornton, Chris (2016) Predictive processing simplified: the infotropic machine. Brain and Cognition. ISSN 0278-2626 (Accepted)

von Sivers, I, Templeton, A, Künzner, F, Köster, G, Drury, John, Philippides, Andy, Neckel, T and Bungartz, H.-J. (2016) Modelling social identification and helping in evacuation simulation. Safety Science. ISSN 0925-7535 (Accepted)

Wu, Gang, Nowotny, Thomas, Zhang, Yongliang, Yu, Hong-Qi and Li, David Day-Uei (2016) Artificial neural network approaches for fluorescence lifetime imaging techniques. Optics Letters, 41 (11). pp. 2561-2564. ISSN 0146-9592

Wu, Gang, Nowotny, Thomas, Chen, Yu and Li, David Day-Uei (2016) GPU acceleration of time-domain fluorescence lifetime imaging. Journal of Biomedical Optics, 21 (1). 017001. ISSN 1083-3668

Wystrach, Antoine, Dewar, Alexander David McDonald, Philippides, Andrew and Graham, Paul (2016) How do field of view and resolution affect the information content of panoramic scenes for visual navigation? A computational investigation. Journal of Comparative Physiology A, 202 (2). pp. 87-95. ISSN 0340-7594

Yavuz, Esin, Turner, James and Nowotny, Thomas (2016) GeNN: a code generation framework for accelerated brain simulations. Scientific Reports, 6. p. 18854. ISSN 2045-2322


Barnett, L., and Seth, A.K. (2014). The MVGC multivariate Granger causality toolbox: A new approach to Granger-causal inference. Journal of Neuroscience Methods. 223:50-68 [.pdf]

Barrett, A., Dienes, Z., and Seth, A.K. (2014). Measures of metacognition on signal-detection theoretic models. Psychological Methods. 18(4):535-52 [.pdf]

K Bentley, CA Franco, A Philippides, R Blanco, M Dierkes, V Gebala (2014) The role of differential VE-cadherin dynamics in cell rearrangement during angiogenesis, Nature Cell Biology.

K Bentley, A Philippides, E Ravasz Regan (2014) Do Endothelial Cells Dream of Eclectic Shape? Developmental Cell 29 (2), 146-158

Boden, M. A. (2014). Creativity as a Neuroscientific Mystery, in Vartanian, O., Bristol, A. S. and Kaufman, J. C. (Ed.), Neuroscience of Creativity, MIT Press, pp. 3-18.

Boden, M. A. (2014). Aaron Sloman: A Bright Tile in AI's Mosaic, in Wyatt, J. L., Petters, D. and Hogg, D. (Ed.), Animals to Robots and Back, Springer, pp. 9-30.

Boden, M. A. (2014). Creativity and Artificial Intelligence: A Contradiction in Terms?, in Paul, E. S. and Kaufman, S. B. (eds.), The Philosophy of Creativity: New Essays, OUP, pp. 224-246.

Boden, M. A. (2014). GOFAI, in Frankish, K and Ramsey, W. R. (Ed.), The Cambridge Handbook of Artificial Intelligence, CUP, pp. 89-107.

Boden, M. A. (2014). Skills and the Appreciation of Computer Art, in Bishop, M. et al. (Ed.), Selected Papers from the 50th Anniversary Convention of the AISB, AISB, pp. 12-14.

Bor, Daniel, Rothen, Nicolas, Schwartzman, David J, Clayton, Stephanie and Seth, Anil K (2014) Adults can be trained to acquire synesthetic experiences. Scientific Reports, 4 (7089). ISSN 2045-2322

Botcharova, Maria, Farmer, Simon and Berthouze, Luc (2014) Markers of criticality in phase synchronisation. Frontiers in Systems Neuroscience, 8 (176). ISSN 1662-5137

Cheung, A., Collett, M., Collett, T. S., Dewar, A., Dyer, F., Graham, P., Mangan, M., Narendra, A., Philippides, A., Stürzl, W., Webb, B., Wystrach, A. and Zeil, J. (2014). Still no convincing evidence for cognitive map use by honeybees, Proceedings of the National Academy of Sciences, 111(42), E4396-E4397.

Chrisley, Ron (2014) Appearances can be deceiving: critical notice of consciousness and robot sentience. International Journal of Machine Consciousness, 6 (1). pp. 13-20. ISSN 1793-8473

R De Caux, C Smith, D Kniveton, R Black, A Philippides (2014) Dynamic, small‐world social network generation through local agent interactions, Complexity

ADM Dewar, A Philippides, P Graham (2014) What is the relationship between visual environment and the form of ant learning-walks? An in silico investigation of insect navigation Adaptive Behavior,

Egbert, M. D. and Barandiaran, X. E. (2014). Modeling habits as self-sustaining patterns of sensorimotor behavior, Frontiers of Human Neuroscience.

Egbert, M. D. and Cañamero, L. (2014). Habit-based Regulation of Essential Variables, in Sayama, H., Rieffel, J., Risi, S., Doursat, R. and Lipson H, (Ed.), Artificial Life 14: Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems, MIT Press. pp. 168-175.

J.A. Fernandez-Leon (2014). Robustness as a Non-localizable Relational Phenomenon. Biological Reviews 89:3, pp. 552–567.

Hartley, Caroline, Taylor, Timothy, Kiss, Istvan, Farmer, Simon and Berthouze, Luc (2014) Identification of criticality in neuronal avalanches: II. A theoretical and empirical investigation of the Driven case. Journal of Mathematical Neuroscience, 4 (9). pp. 1-42. ISSN 2190-8567

P. Husbands, R. Moioli, Y. Shim, A. Philippides, P. Vargas, M. O'Shea (2014) Evolutionary Robotics and Neuroscience. In P. Vargas, E. Di Paolo, I. Harvey and P. Husbands (Eds), The Horizons of Evolutionary Robotics, MIT Press, 17-63.

Husbands, Phil (2014) Robotics. In: Frankish, Keith and Ramsey, William M (eds.) The Cambridge Handbook of Artificial Intelligence. CUP, Cambridge, UK, pp. 269-295. ISBN 9780521691918

Husbands, P. and Di Paolo, E. (2014) The Gomi Legacy. Adaptive Behavior 22(6):386-389

Johnson, Chris, Philippides, Andrew and Husbands, Philip (2014) Active shape discrimination with physical reservoir computers. In: Sayama, Hiroki, Rieffel, John, Risi, Sebastian, Doursat, René and Lipson, Hod (eds.) Artificial Life 14: Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems. MIT Press, Cambridge, MA, USA, pp. 178-185.

Nowotny, Thomas, de Bruyne, Marien, Berna, Amalia Z, Warr, Coral G and Trowell, Stephen C (2014) Drosophila olfactory receptors as classifiers for volatiles from disparate real world applications. Bioinspiration & Biomimetics, 9 (4). 046007. ISSN 1748-3190

Nowotny, Thomas (2014) Two challenges of correct validation in pattern recognition. Frontiers in Robotics and AI, 1 (5). pp. 1-6. ISSN 2296-9144

M. O’Shea, P. Husbands, A. Philippides (2014) Nitric Oxide Neuromodulation. In Dieter Jaeger and Ranu Jung (Eds),  Encyclopedia of Computational Neuroscience, Springer. DOI:10.1007/978-1-4614-7320-6_330-2, published online  at  http://link.springer.com/referenceworkentry/10.1007/978-1-4614-7320-6_330-2

Rattana, P, Berthouze, L and Kiss, I (2014) Impact of constrained rewiring on network structure and node dynamics. Physical Review E, 90. 052806-1-052806-11. ISSN 1539-3755

Ritchie, Martin, Berthouze, Luc, House, Thomas and Kiss, Istvan Z (2014) Higher-order structure and epidemic dynamics in clustered networks. Journal of Theoretical Biology, 348. pp. 21-32. ISSN 0022-5193

D Samu, AK Seth, T Nowotny (2014) Influence of Wiring Cost on the Large-Scale Architecture of Human Cortical Connectivity
PLoS Computational Biology 10 (4), e1003557

Scott, Ryan B, Dienes, Zoltan, Barrett, Adam B, Bor, Daniel and Seth, Anil K (2014) Blind insight: metacognitive discrimination despite chance task performance. Psychological science. ISSN 0956-7976

Seth, A.K. (2014). What behaviourism can (and cannot) tell us about brain imaging. Trends in Cognitive Sciences.18(1):5-6 [.pdf] (book review)

Seth, A.K. (2014). A predictive processing theory of sensorimotor contingencies: Explaining the puzzle of perceptual presence and its absence in synaesthesia. Cognitive Neuroscience. (target article) [.pdf]

Seth, A.K. (2014). The 30 Second Brain. Ivy Press

Seth, Anil K and Barnett, Lionel (2014) The MVGC multivariate Granger causality toolbox: a new approach to Granger-causal inference. Journal of Neuroscience Methods, 223. pp. 50-68. ISSN

Seth, Anil K (2014) A predictive processing theory of sensorimotor contingencies: explaining the puzzle of perceptual presence and its absence in synesthesia. Cognitive Neuroscience, 5 (2). pp. 97-118. ISSN 1758-8928

Thornton, C. (2014) Infotropism as the underlying principle of perceptual organization. Journal of Mathematical Psychology, Volume 61, Pages 38–44

N. Tomko, I. Harvey, N. Virgo, A. Philippides (2014). Many Hands Make Light Work: Further Studies in Group Evolution, Artificial Life 20 (1), 163-181.

P. Vargas, E. DiPaolo, I. Harvey and P. Husbands (Eds), The Horizons of Evolutionary Robotics, MIT Press, 2014.

von Sivers, Isabella, Templeton, Anne, Köster, Gerta, Drury, John and Philippides, Andrew (2014) Humans do not always act selfishly: social identity and helping in emergency evacuation simulation. Transportation Research Procedia, 2. pp. 585-593. ISSN 2352-1465

XR Wang, JT Lizier, T Nowotny, AZ Berna, M Prokopenko, SC Trowell (2014) Feature Selection for Chemical Sensor Arrays Using Mutual Information PloS ONE 9 (3), e89840

Wu, Gang, Nowotny, Thomas and Li, David (2014) GPU enhanced fluorescence lifetime imaging processors with non-iterative and iterative algorithms. In: The Microscience Microscopy Congress 2014 (MMC2014), 30 June - 3 July, 2014, Manchester, UK.


Barrett, A. B. and Barnett, L. (2013) Granger causality is designed to measure effect, not mechanism [link]. Frontiers in Neuroinformatics 7(6) (2013).
Bossomaier, T., Barnett, L. and Harré, M. (2013):Information and phase transitions in socio-economic systems. Complex Adaptive Systems Modeling (in press).

Friston, K., Moran, R., and Seth, A.K. (2013) Analyzing connectivity with Granger causality and dynamic causal modelling.  Curr. Opin Neurobiol. 23:1-7. [.pdf]

Garfinkel, Sarah, Barrett, Adam, Minati, Ludovico, Dolan, R J, Seth, Anil and Critchley, Hugo (2013) What the heart forgets: cardiac timing influences memory for words and is modulated by metacognition and interoceptive sensitivity. Psychophysiology, 50 (6). pp. 505-512. ISSN 0048-5772

Moioli, R. and Husbands, P. (2013)  Neuronal Assembly Dynamics in Supervised and Unsupervised Learning Scenarios, Neural Computation 25(11).  [preprint PDF]   http://www.mitpressjournals.org/doi/abs/10.1162/NECO_a_00502 

T. Nowotny, J.-P. Rospars, D. Martinez, S. Elbanna, S. Anton (2013) Machine learning for automatic prediction of the quality of electrophysiological recordings. PLoS ONE, 10.1371/journal.pone.0080838

T. Nowotny, A. Z. Berna, R. Binions, S. Trowell (2013) Optimal feature selection for classifying a large set of chemicals using metal oxide sensors. Sensors and Actuators B: Chemical, 187:471-480. doi:10.1016/j.snb.2013.01.088

T. Nowotny, Jacob S. Stierle, C. Giovanni Galizia, Paul Szyszka (2013) Data-driven honeybee antennal lobe model suggests how stimulus-onset asynchrony can aid odour segregation, Brain Research, 1536: 119-134. doi:10.1016/j.brainres.2013.05.038

A Philippides, NH de Ibarra, O Riabinina, TS Collett (2013) Bumblebee calligraphy: the design and control of flight motifs in the learning and return flights of Bombus terrestris, The Journal of experimental biology 216(6), 1093-1104

Rothen, N., Seth, A.K., Witzel, C., and Ward, J. (2013). Diagnosing synaesthesia with online colour pickers: Maximising sensitivity and specificity. Journal of Neuroscience Methods. [.pdf]

Bruno Santos, Xabier Barandiaran, Philip Husbands, Miguel Aguilera, Manuel Bedia (2013) Sensorimotor Coordination and Metastability in a Situated HKB Model, Connection Science 24(4): 143-161.  [preprint PDF]

Eduardo Serrano, T. Nowotny, Rafael Levi, Brian H. Smith, Ramón Huerta (2013) Gain control network conditions in early sensory coding, PLoS Computational Biology 9:e1003133.

Seth, A.K., Chorley, P., and Barnett, L.C. (2013). Granger causality analysis of fMRI BOLD signals is invariant to hemodynamic confound but not downsampling. Neuroimage. 65:540-555 [.pdf]

Seth, A.K., and Critchley, H.D. (2013). Extending predictive processing to the body: A new view of emotion? Behavioural and Brain Sciences. 36(3):227-8 [.pdf]

Taylor, Timothy J, Hartley, Caroline, Simon, Peter L, Kiss, Istvan Z and Berthouze, Luc (2013) Identification of criticality in neuronal avalanches: I. A theoretical investigation of the non-driven case. Journal of Mathematical Neuroscience, 3 (4). p. 5. ISSN 2190-8567

A Wystrach, M Mangan, A Philippides, P Graham (2013) Snapshots in ants? New interpretations of paradigmatic experiments, The Journal of experimental biology 216(10), 1766-1770


Baddeley, Bart, Graham, Paul, Husbands, Philip and Philippides, Andrew (2012) A model of ant route navigation driven by scene familiarity. PLoS Computational Biology, 8 (1). e1002336. ISSN 1553-734X
Barnett, L. and Bossomaier, T. (2012) Transfer entropy as a log-likelihood ratio [abstract] [preprint]. Phys. Rev. Lett. 109(13) (2012).
Barrett, Adam B, Murphy, Michael, Bruno, Marie-Aurelie, Noirhomme, Quentin, Boly, Melanie, Laureys, Steven and Seth, Anil K (2012) Granger causality analysis of steady-state electroencephalographic signals during propofol-induced anaesthesia. PLoS ONE, 7 (1). e29072. ISSN 1932-6203

Berthouze, Luc and Farmer, Simon F (2012) Adaptive time-varying detrended fluctuation analysis. Journal of Neuroscience Methods, 209. pp. 178-188. ISSN 1872-678X

Bor, Daniel and Seth, Anil K (2012) Consciousness and the prefrontal parietal network: insights from attention, working memory, and chunking. Frontiers in Psychology, 3. p. 63. ISSN 1664-1078

Botcharova, M, Farmer, S F and Berthouze, L (2012) Power-law distribution of phase-locking intervals does not imply critical interaction. Physical Review E (PRE), 86 (5). 051920. ISSN 1539-3755

Buckley, Christopher L and Nowotny, Thomas (2012) Transient Dynamics between Displaced Fixed Points: An Alternate Nonlinear Dynamical Framework for Olfaction. Brain Research, 1434. pp. 62-72. ISSN 0006-8993

Critchley, Hugo and Seth, Anil (2012) Will studies of macaque insula reveal the neural mechanisms of self-awareness? Neuron, 74 (3). pp. 423-426. ISSN 0896-6273

Fernando, Chrisantha, Szathmary, Eors and Husbands, Phil (2012) Selectionist and evolutionary approaches to brain function: a critical appraisal. Frontiers in Computational Neuroscience, 6 (24). pp. 1-28. ISSN 1662-5188

Friston, Karl, Thornton, Chris and Clark, Andy (2012) Free-energy minimization and the dark-room problem. Frontiers in Psychology, 3 (130). pp. 1-7. ISSN 1664-1078

D. Gamez (2012). Empirically Grounded Claims about Consciousness in Computers. International Journal of Machine Consciousness, 4(2): 421-38. A pre-publication version is available to download [PDF].

A.K. Fidjeland, D. Gamez, M.P. Shanahan and E. Lazdins (2012). Three Tools for the Real-time Simulation of Embodied Spiking Neural Networks Using GPUs. Neuroinformatics, doi: 10.1007/s12021-012-9174-x.

D. Gamez, Z. Fountas and A.K. Fidjeland (2012). A Neurally-controlled Computer Game Avatar with Human-like Behaviour. IEEE Transactions on Computational Intelligence and AI in Games, 5(1): 1-14.

D. Gamez (2012). From Baconian to Popperian Neuroscience. Neural Systems and Circuits 2:2. [PDF].

D. Gamez, A.K. Fidjeland and E. Lazdins (2012). iSpike: A Spiking Neural Interface for the iCub Robot. Bioinspiration & Biomimetics 7: 025008. A pre-publication version is available to download [PDF].

Grémiaux, Alexandre, Nowotny, Thomas, Martinez, Dominique, Lucas, Philippe and Rospars, Jean-Pierre (2012) Modelling the signal delivered by a population of first-order neurons in a moth olfactory system. Brain Research, 1434. pp. 123-135. ISSN 0006-8993

Harris, Christopher A, Buckley, Christopher L, Nowotny, Thomas, Passaro, Peter A, Seth, Anil K, Kemenes, György and O'Shea, Michael (2012) Multi-neuronal refractory period adapts centrally generated behaviour to reward. PLoS ONE, 7 (7). e42493. ISSN 1932-6203

Hartley, Caroline, Berthouze, Luc, Mathieson, Sean R, Boylan, Geraldine B, Rennie, Janet M, Marlow, Neil and Farmer, Simon F (2012) Long-range temporal correlations in the EEG bursts of human preterm babies. PLoS ONE, 7 (2). e31543. ISSN 1932-6203

Husbands, Phil and Holland, Owen (2012) Warren McCulloch and the British cyberneticians. Interdisciplinary Science Reviews, 37 (3). pp. 237-253. ISSN 0308-0188

Kiss, Istvan Z, Berthouze, Luc, Taylor, Timothy J and Simon, Péter L (2012) Modelling approaches for simple dynamic networks and applications to disease transmission models. Proceedings A: Mathematical, Physical and Engineering Sciences , 468 (2141). pp. 1332-1355. ISSN 1471-2946

McGregor, Simon, Vasas, Vera, Husbands, Phil and Fernando, Chrisantha (2012) Evolution of associative learning in chemical networks. PLoS Computational Biology, 8 (11). e1002739. ISSN 1553-734X

Minati, Ludovico, Grisoli, Marina, Seth, Anil K and Critchley, Hugo D (2012) Decision-making under risk: a graph-based network analysis using functional MRI. Neurolmage, 60 (4). pp. 2191-2205. ISSN 1053-8119

Moioli, Renan C, Vargas, Patricia A and Husbands, Phil (2012) Synchronisation effects on the behavioural performance and information dynamics of a simulated minimally cognitive robotic agent. Biological Cybernetics, 106 (6-7). pp. 407-427. ISSN 0340-1200

Samu, David, Marra, Vincenzo, Kemenes, Ildiko, Crossley, Michael, Kemenes, György, Staras, Kevin and Nowotny, Thomas (2012) Single electrode dynamic clamp with StdpC. Journal of Neuroscience Methods, 211 (1). pp. 11-21. ISSN 0165-0270

Santos, Bruno Andre, Barandiaran, Xabier and Husbands, Phil (2012) Synchrony and phase relation dynamics underlying sensorimotor coordination. Adaptive Behavior, 20 (5). pp. 321-336. ISSN 1059-7123

Seth, Anil K (2012) Putting Descartes before the horse: quantum theories of consciousness: comment on "Consciousness, biology, and quantum hypotheses" by Baars & Edelman. Physics of Life Reviews. ISSN 1571-0645

Seth, Anil K, Suzuki, Keisuke and Critchley, Hugo D (2012) An interoceptive predictive coding model of conscious presence. Frontiers in Psychology, 2. p. 395. ISSN 1664-1078

Shim, Yoonsik and Husbands, Phil (2012) Chaotic exploration and learning of locomotion behaviours. Neural Computation, 24 (8). pp. 2185-2222. ISSN 0899-7667

Thornton, Chris (2012) Renewing the link between cognitive archeology and cognitive science. Journal of Archaeological Science, 39 (7). pp. 2036-2041. ISSN 0305-4403

Virgo, Nathaniel, Fernando, Chrisantha, Bigge, Bill and Husbands, Phil (2012) Evolvable physical self-replicators. Artificial Life, 18 (2). pp. 129-142. ISSN 1064-5462