Article

Di Lauro, Francesco, Berthouze, Luc, Dorey, Matthew D, Miller, Joel C and Kiss, István Z (2021) The impact of contact structure and mixing on control measures and disease-induced herd immunity in epidemic models: a mean-field model perspective. Bulletin of Mathematical Biology, 83. a117 1-25. ISSN 0092-8240

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

Di Lauro, F, Croix, J -C, Dashti, M, Berthouze, L and Kiss, I Z (2020) Network inference from population-level observation of epidemics. Scientific Reports, 10. a18779 1-14. ISSN 2045-2322

Di Lauro, F, Croix, J-C, Berthouze, L and Kiss, I Z (2020) PDE limits of stochastic SIS epidemics on networks. Journal of Complex Networks, 8 (4). pp. 1-21. ISSN 2051-1310

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

Messager, Antoine, Parisis, George, Kiss, Istvan Z, Harper, Robert, Tee, Phil and Berthouze, Luc (2019) Inferring functional connectivity from time-series of events in large scale network deployments. IEEE Transactions on Network and Service Management, 16 (3). pp. 857-870. ISSN 1932-4537

Barnard, Rosanna C, Berthouze, Luc, Simon, Péter and Kiss, István (2019) Epidemic threshold in pairwise models for clustered networks: closures and fast correlations. Journal of Mathematical Biology. ISSN 0303-6812

Barnard, Rosanna C, Kiss, Istvan Z, Berthouze, Luc and Miller, Joel C (2018) Edge-based compartmental modelling of an SIR epidemic on a dual-layer static-dynamic multiplex network with tunable clustering. Bulletin of Mathematical Biology, 80 (10). pp. 2698-2733. ISSN 0092-8240

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

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

Ritchie, Martin, Berthouze, Luc and Kiss, Istvan Z (2017) Generation and analysis of networks with a prescribed degree sequence and subgraph family: higher-order structure matters. Journal of Complex Networks, 5 (1). pp. 1-31. ISSN 2051-1310

West, Timothy, Farmer, Simon, Berthouze, Luc, Jha, Ashwani, Beudel, Martijn, Foltynie, Thomas, Limousin, Patricia, Zrinzo, Ludvic, Brown, Peter and Litvak, Vladimir (2016) The Parkinsonian subthalamic network: measures of power, linear, and non-linear synchronization and their relationship to L-DOPA treatment and OFF state motor severity. Frontiers in Human Neuroscience, 10. p. 517. ISSN 1662-5161

Szabó-Solticzky, András, Berthouze, Luc, Kiss, Istvan Z and Simon, Péter L (2016) Oscillating epidemics in a dynamic network model: stochastic and mean-field analysis. Journal of Mathematical Biology, 72 (5). pp. 1153-1176. ISSN 0303-6812

Ritchie, Martin, Berthouze, Luc and Kiss, Istvan Z (2016) Beyond clustering: mean-field dynamics on networks with arbitrary subgraph composition. Journal of Mathematical Biology, 72 (1). pp. 255-281. ISSN 0303-6812

Botcharova, Maria, Berthouze, Luc, Brookes, Matthew J, Barnes, Gareth R and Farmer, Simon F (2015) Resting state MEG oscillations show long-range temporal correlations of phase synchrony that break down during finger movement. Frontiers in Physiology, 6. p. 183. ISSN 1664-042X

Rattana, P, Berthouze, L and Kiss, I Z (2014) Impact of constrained rewiring on network structure and node dynamics. Physical Review E, 90 (5). ISSN 1539-3755

Botcharova, Maria, Farmer, Simon F and Berthouze, Luc (2014) Markers of criticality in phase synchronization. Frontiers in Systems Neuroscience, 8 (176). pp. 1-24. ISSN 1662-5137

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

Hartley, Caroline, Taylor, Timothy J, Kiss, Istvan Z, Farmer, Simon F 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

Ward, Nicholas J, Farmer, Simon F, Berthouze, Luc and Halliday, David M (2013) Rectification of EMG in low force contractions improves detection of motor unit coherence in the beta-frequency band. Journal of Neurophysiology, 110 (8). pp. 1744-1750. ISSN 0022-3077

Taylor, Timothy J, Hartley, Caroline, Simon, Péter 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 (5). pp. 1-26. ISSN 2190-8567

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

Berthouze, Luc and Farmer, Simon F (2012) Adaptive time-varying detrended fluctuation analysis. Journal of Neuroscience Methods, 209 (1). pp. 178-188. ISSN 1872-678X

Kiss, Istvan Z, Berthouze, Luc, Taylor, Timothy 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

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

Berthouze, Luc and Mayston, Margaret (2011) Design and validation of surface-marker clusters for the quantification of joint rotations in general movements in early infancy. Journal of Biomechanics, 44 (6). pp. 1212-1215.

Berthouze, Luc, James, Leon M and Farmer, Simon F (2010) Human EEG shows long-range temporal correlations of oscillation amplitude in Theta, Alpha and Beta bands across a wide age range. Clinical Neurophysiology, 121 (8). pp. 1187-1197. ISSN 1388-2457

Berthouze, Luc and Goldfield, Eugene C (2008) Assembly, tuning, and transfer of action systems in infants and robots. Infant and Child Development, 17 (1). pp. 25-42. ISSN 1522-7227

Berthouze, Luc and Goldfield, Eugene C (2007) Développement moteur: La robotique au secours de la psychobiologie du développement. Enfance, 59 (1). pp. 18-34.

Meyer, Friedrich, Spröwitz, Alexander and Berthouze, Luc (2006) Passive compliance for an RC servo-controlled bouncing robot. Advanced Robotics, 20 (8). pp. 953-961. ISSN 0169-1864

Berthouze, Luc and Tijsseling, Adriaan (2006) A neural model for context-dependent sequence learning. Neural Processing Letters, 23 (1). pp. 27-45. ISSN 1370-4621

Meyer, Friedrich, Spröwitz, Alexander and Berthouze, Luc (2006) Passive compliance for a RC servo-controlled bouncing robot. Advanced Robotics, 20 (8). pp. 953-961. ISSN 0169-1864

Berthouze, Luc and Lungarella, Max (2004) Motor skill acquisition under environmental perturbations: on the necessity of alternate freezing and freeing of degrees of freedom. Adaptive Behavior, 12 (1). pp. 47-64. ISSN 1059-7123

Pic, Mickael, Berthouze, Luc and Kurita, Takio (2004) Adaptive background estimation: Computing a pixel-wise learning rate from local confidence and global correlation value. IEICE Transactions on Information and Systems, E87-D (1). pp. 50-57.

Berthouze, Luc and Ziemke, Tom (2003) Epigenetic robotics: modelling cognitive development in robotic systems. Connection Science, 15 (4). pp. 147-150. ISSN 0954-0091

Berthouze, Luc and Tijsseling, Adriaan (2002) Acquiring ontological categories through interaction. The Journal of Three Dimensional Images, 16 (4). pp. 141-147.

Lungarella, Max and Berthouze, Luc (2002) On the interplay between morphological, neural and environmental dynamics: a robotic case study. Adaptive Behavior, 10 (3-4). pp. 223-241. ISSN 1059-7123

Bianchi-Berthouze, Nadia and Berthouze, Luc (2001) Exploring kansei in multimedia information. International Journal of Kansei Engineering, 2 (2). pp. 1-10.

Berthouze, Luc and Kuniyoshi, Y. (1998) Emergence and categorization of coordinated visual behavior through embodied interaction. Machine Learning, 31 (1-3). pp. 187-200. ISSN 0885-6125

Book Section

Kiss, Istvàn, Berthouze, Luc, Miller, Joel C and Simon, Péter L (2017) Mapping out emerging network structures in dynamic network models coupled with epidemics. In: Masuda, Naoki and Holme, Petter (eds.) Temporal network epidemiology. Theoretical Biology . Springer, pp. 267-289. ISBN 9789811052866

Barnard, Rosanna C, Kiss, Istvan Z, Farmer, Simon F and Berthouze, Luc (2017) Clustered arrangement of inhibitory neurons can lead to oscillatory dynamics in a model of activity-dependent structural plasticity. In: van Ooyen, Arjen and Butz-Ostendorf, Markus (eds.) The rewiring brain: a computational approach to structural plasticity in the adult brain. Oxford: Academic Press, pp. 123-154. ISBN 9780128037843

Berthouze, Luc (2002) Mécanismes pour le développement d'une coordination visuo-motrice. In: Guillot, A and Dauce, E (eds.) Approche Dynamique de la Cognition. Hermes Science Publications (France). ISBN 2-746-20583-1

Conference or Workshop Item

Corcoran, Thomas 'Greg', Farmer, Simon F and Berthouze, Luc (2010) Role of STDP and heterogeneity in the emergence of long-range temporal correlations and frequency scaling in networks of LIF neurons. In: BMC Neuroscience.

Ward, Nicholas, Farmer, Simon F and Berthouze, Luc (2010) Role of three key developmental variables in the emergence of LRTCs in a network of spiking neurons. In: BMC Neuroscience.

Berthouze, L and Bianchi-Berthouze, N (2005) Affective appraisal of avatar postures: An fMRI study. In: Neuroimage, Toronto, Canada.

Berthouze, L, Phillips, S, Terasaki, O and Kawano, K (2004) Role of precentral gyrus (BA6) in speechreading: An fMRI study on hearing japanese subjects. In: Neuroimage, Budapest, Hungary.

Conference Proceedings

Winchester, Giles, Parisis, Georgios Angelos and Berthouze, Luc (2023) On the temporal behaviour of a large-scale microservice architecture. 8th IEEE/IFIP International Workshop on Analytics for Network and Service Management, Miami, Florida, USA, 8 May 2023 - 12 May 2023. Published in: 8th IEEE/IFIP International Workshop on Analytics for Network and Service Management Proceedings. IEEE (Accepted)

Winchester, Giles, Parisis, George, Harper, Robert and Berthouze, Luc (2022) Accelerating causal inference based RCA using prior knowledge from functional connectivity inference. 18th International Conference on Network and Service Management, Thessaloniki, Greece, 31 October - 4 November 2022. Published in: Proceedings of the 2022 18th International Conference on Network and Service Management (CNSM). IEEE ISSN 2165-963X ISBN 9783903176515

Winchester, Giles, Parisis, Georgios and Berthouze, Luc (2022) Exploiting functional connectivity inference for efficient root cause analysis. IEEE/IFIP Network Operations and Management Symposium, Budapest, Hungary, 25 Apr 2022 - 29 Apr 2022. Published in: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium. IEEE ISSN 1542-1201 ISBN 9781665406024

Messager, Antoine, Parisis, Georgios, Kiss, István Z, Harper, Robert, Tee, Phil and Berthouze, Luc (2019) Functional topology inference from network events. IFIP/IEEE International Symposium on Integrated Network Management. Intelligent Management for the Next Wave of Cyber and Social Networks, Washington DC, USA, 8-12 April 2019. Published in: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). Institute of Electrical and Electronics Engineers ISBN 9783903176157

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

Messager, Antoine, Parisis, George, Harper, Robert, Tee, Philip, Kiss, István Z and Berthouze, Luc (2018) Network Events in a Large Commercial Network: What can we learn? NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium, Taipei, Taiwan, 23-27 April 2018. Published in: NOMS 2018 - IEEE/IFIP AnNet. 1-6. Institute of Electrical and Electronics Engineers

Overbury, Peter, Kiss, Istvan Z and Berthouze, Luc (2016) A genetic algorithm-based approach to mapping the diversity of networks sharing a given degree distribution and global clustering. 5th International Workshop on Complex Networks and their Applications, Milan, 30th November - 2nd December 2016. Published in: Cherifi, Hocine, Gaito, Sabrina, Quattrociocchi, Walter and Sala, Alessandra, (eds.) Complex Networks & Their Applications V. 693 223-233. Springer ISBN 9783319509006

Overbury, Peter and Berthouze, Luc (2015) Using novelty-biased GA to sample diversity in graphs satisfying constraints. 2015 Annual Conference on Genetic and Evolutionary Computation, Madrid, 11-15th July 2015. Published in: Gecco Companion 2015. 1445-1446. ACM, New York, NY. ISBN 9781450334884

Berthouze, Luc (2010) Transfer or no transfer: the key role of learning specificity. 10th International Conference on Epigenetic Robotics, Örenäs Slott, Sweden, 5-7 November 2010. Published in: Proceedings of the 10th International Conference on Epigenetic Robotics. 149 Lund University Cognitive Studies ISBN 978919773809

Winks, Oliver E G and Berthouze, Luc (2008) Predicting the timing of critical periods in development. 8th International Conference on Epigenetic Robotics, 30-31 July 2008. Published in: Proceedings of the 8th International Conference on Epigenetic Robotics. 139

Berthouze, Luc and Lorenzi, Alexander (2008) Bifurcation angles in ant foraging networks: A trade-off between exploration and exploitation? 10th International Conference on Simulation of Adaptive Behavior, Osaka. Published in: From Animals to Animats 10. 5040 L Springer-Verlag Berlin Heidelberg ISSN 0302-9743 ISBN 3540691332

Tanaka, K, Kurita, T, Meyer, F, Berthouze, L and Kawabe, T (2006) Stepwise feature selection by cross-validation for EEG-based Brain Computer Interface. IEEE International Joint Conference on Neural Networks, Vancouver, BC, 16-21 July 2006. Published in: The 2006 IEEE International Joint Conference on Neural Network Proceedings. 4672-4677. IEEE Press ISBN 0780394909

Sproewitz, A and Berthouze, L (2005) Robust robot bouncing: passive compliance and fexible phase locking. 3rd International Symposium on Adaptive Motion in Animals and Machines, Ilmenau, Germany. Published in: Proceedings of the 3rd International Symposium on Adaptive Motion of Animals and Machines. ISBN 3932633997

Berthouze, Luc (2005) Acquisition of a "mirror" system for speechreading. AISB'05 3rd International Symposium on Imitation in Animals and Artifacts, Hatfield, UK. Published in: Proceedings of the 3rd International Symposium on Imitation in Animals and Artifacts. AISB

Meyer, F, Spröwitz, A, Lungarella, M and Berthouze, L (2004) Simple and low-cost compliant leg-foot system. IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, 28 September - 2 October. Published in: 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems. 1 1. IEEE Press ISBN 0780384636

Lungarella, Max and Berthouze, Luc (2004) Robot bouncing: On the synergy between neural and body-environment dynamics. International Seminar on Embodied Artificial Intelligence, Dagstuhl Castle, GAMBIA. Published in: Iida, F, Pfeifer, R, Steels, L and Kuniyoshi, Y, (eds.) Embodied Artificial Intelligence. 3139 86-97. Springer-Verlag ISSN 0302-9743 ISBN 3-54022484X

Lungarella, Max and Berthouze, Luc (2003) Learning to bounce: first lessons from a bouncing robot. 2nd International Symposium on Adaptive Motion of Animals and Machines, Kyoto, Japan, 4-8 March 2003. Published in: Proceedings of the 2nd International Symposium on Adaptive Motion of Animals and Machines.

Lungarella, Max and Berthouze, Luc (2002) Adaptivity via alternate freeing and freezing of degrees of freedom. 9th International Conference on Neural Information Processing, Singapore. Published in: Proceedings of the 9th International Conference on Neural Information Processing. 1 IEEE Press ISBN 9810475241

Lungarella, Max and Berthouze, Luc (2002) Adaptivity through physical immaturity. 2nd International Workshop on Epigenetic Robotics, Edinburgh. Published in: Proceedings of the Second International Workshop on Epigenetic Robotics. LUCS: Lund ISBN 916312677X

Berthouze, L and Pic, M (2001) Emergence of language in interactive systems. IEEE International Conference on Systems, Man, and Cybernetics, Tucson, AZ, 7-10 OCtober 2001. Published in: 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace. 1 IEEE Press ISSN 1062-922X ISBN 0780370872

Tijsseling, Adriaan G. and Berthouze, Luc (2001) A neural network for temporal sequential information. 8th International Conference on Neural Information Processing, Shanghai, China., November 14-18, 2001.. Published in: Proceedings of the 8th International Conference on Neural Information Processing.

Edited Book

Berthouze, Dr Luc, ed. (2008) Proceedings of the Eighth International Conference on Epigenetic Robotics. Lund University Cognitive Studies . Lund University Press. ISBN 978-91-977-380-1-

Berthouze, L, Prince, C G, Littman, M, Kozima, H and Balkenius, C (2007) Proceedings of the Seventh International Conference on Epigenetic Robotics. Lund University Cognitive Studies (135). LUCS. ISBN 9-197-47418-5

Kaplan, F, Oudeyer, P-Y, Revel, A, Gaussier, P, Nadel, J, Berthouze, L, Kozima, H, Prince, C G and Balkenius, C, eds. (2006) Proceedings of the Sixth International Workshop on Epigenetic Robotics. Lund University Cognitive Studies (128). LUCS. ISBN 9-197-47416-9

Berthouze, L, Kaplan, F, Kozima, H, Yano, H, Konczak, J, Metta, G, Nadel, J, Sandini, G, Stojanov, G and Balkenius, C (2005) Proceedings of the Fifth International Workshop on Epigenetic Robotics. Lund University Cognitive Studies (123). LUCS. ISBN 9-197-47414-2

Berthouze, L, Kozima, H, Prince, C G, Sandini, G, Stojanov, G, Metta, G and Balkenius, C (2004) Proceedings of the Fourth International Workshop on Epigenetic Robotics. Lund University Cognitive Studies (117). LUCS. ISBN 9-197-47413-4

Prince, C. G., Berthouze, L, Kozima, H, Bullock, D, Stojanov, G and Balkenius, C, eds. (2004) Proceedings of the Third International Workshop on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems. Lund University Cognitive Studies (101). LUCS, Lund, Sweden.. ISBN 91-974741-X