2010-2018

• Propagation of beta/gamma rhythms in the cortico-basal ganglia circuits of the Parkinsonian rat,
  West TO, Berthouze L, Halliday D, Litvak V, Sharott A, Magill PJ, Farmer SF
  Journal of Neurophysiology (in press) [pdf]
  Also available on bioRxiv

• Mapping out emerging network structures in dynamic network models couples with epidemics,
  Kiss IZ, Berthouze L, Miller JC, and Simon PL
  In Holme and Masuda, editors, Temporal Network Epidemiology, Springer (2017)
  

• Clustered arrangement of neurons can lead to instability in the dynamics of a spatially-embedded activity-dependent neuronal network growth model,
  Barnard R, Kiss IZ, Farmer SF, Berthouze L
  In van Ooyen and Butz-Ostendorf, editors, The Rewiring Brain: A Computational Approach to Structural Plasticity in the Adult Brain, Elsevier (2017)
  Early version available on bioRxiv

• Generation and analysis of networks with a prescribed degree sequence and subgraph family: Higher-order structure matters,
  Ritchie M, Berthouze L, Kiss IZ
  Journal of Complex Networks, 5(1):1-31 (2017) [pdf]
  Also available as arXiv:1512.01435 [physics.soc-ph]

• Oscillating epidemics in a dynamic network model: stochastic and mean-field analysis,
  Szabó-Solticzky A, Berthouze L, Kiss IZ, Simon PL
  Journal of Mathematical Biology, 72(5):1153-1176 (2016) [html]
  Also available as arXiv:1410.4953 [math.PR]

• Beyond clustering: Mean-field dynamics on networks with arbitrary subgraph composition,
  Ritchie M, Berthouze L, Kiss IZ
  Journal of Mathematical Biology, 72(1):255-281 (2016) [pdf]
  Also available as arXiv:1405.6234 [math.DS]

• The Parkinsonian Basal Ganglia network: Measures of power, linear and non-linear synchronization and their relationship to L-DOPA treatment and OFF state motor severity,
  West T, Farmer S, Berthouze L, Jha A, Beudel M, Foltynie T, Limousin P, Zrinzo L, Brown P, Litvak V
  Frontiers in Human Neuroscience 10:517 (2016) [html]
  

• A genetic algorithm-based approach to mapping the diversity of networks sharing a given degree distribution and global clustering,
  Overbury P, Kiss IZ, and Berthouze L
  Complex Networks & Their Applications V, Studies in Computational Intelligence 693, pp. 223-233, Springer-Verlag Berlin Heidelberg (2016)
  

• Resting state MEG oscillations show long-range temporal correlations of phase synchrony that break down during finger-tapping,
  Botcharova M, Berthouze L, Brookes MJ, Barnes GR, Farmer SF
  Frontiers in Physiology, 6:183 (2015) [pdf]
  Also available on bioRxiv

• Using novelty-biased GA to sample diversity in graphs satisfying constraints,
  Overbury P, Berthouze L
  Proceedings GECCO'15 (2015)
  Extended version available as arXiv:1503.06342 [math.CO]

• The impact of constrained rewiring on network structure and node dynamics,
  Rattana P, Berthouze L, Kiss IZ
  Physical Review E, 90(5):052806 (2014) [pdf]
  Available as arXiv:1406.2500 [q-bio.PE]

• Markers of criticality in phase synchronisation,
  Botcharova M, Farmer SF, Berthouze L
  Frontiers in Systems Neuroscience, 8:176 (2014) [pdf]
  Also available as arXiv:1404.5774 [cond-mat.dis-nn]

• Identification of criticality in neuronal avalanches: II. A theoretical and empirical investigation of the driven case,
  Hartley C, Taylor TJ, Kiss IZ, Farmer SF, Berthouze L
  Journal of Mathematical Neuroscience, 4:9 (2014) [pdf]
  Also available as arXiv:1309.3535 [q-bio.NC]

• Higher-order structure and epidemic dynamics in clustered networks,
  Ritchie M, Berthouze L, House T, Kiss IZ
  Journal of Theoretical Biology, 348:21-32 (2014) [pdf]
  Also available as arXiv:1310.5047 [physics.soc-ph]

• A maximum likelihood based technique for validating Detrended Fluctuation Analysis (ML-DFA),
  Botcharova M, Farmer SF, Berthouze L (in revision).
  Available as arXiv:1306.5075 [q-bio.QM]

• Rectification of EMG improves detection of motor unit coherence,
  Ward NJ, Farmer SF, Berthouze L, Halliday DM
  Journal of Neurophysiology, 110(8):1744-1750 (2013) [pdf]

• Identification of criticality in neuronal avalanches: I. A theoretical investigation of the non-driven case,
  Taylor TJ, Hartley C, Simon PL, Kiss IZ, Berthouze L
  Journal of Mathematical Neuroscience, 3:5 (2013) [pdf]
  Also available as arXiv:1210.8295v1 [q-bio.NC])

• A power-law distribution of phase-locking intervals does not imply critical interaction,
  Botcharova M, Farmer SF, Berthouze L
  Physical Review E, 86(5):051920 (2012) [pdf]
  Also available as arXiv:1208.2659v3 [physics.bio-ph]

• Adaptive time-varying Detrended Fluctuation Analysis,
  Berthouze L, Farmer SF
  Journal of Neuroscience Methods, 209:178-188 (2012) [pdf] [src]

• Long-range temporal correlations in the EEG of human preterm babies,
  Hartley C, Berthouze L, Mathieson S, Boylan G, Rennie J, Marlow N, Farmer SF
  PLoS One, 7(2):e31543 (2012) [pdf]

• Modelling approaches for simple dynamic networks and applications to disease transmission models,
  Kiss IZ, Berthouze L, Taylor TJ, Simon PL
  Proceedings of the Royal Society A, 468(2141):1332-1355 (2012) [pdf]

• Adaptive time-varying detrended fluctuations analysis: A new method for characterizing time-varying scaling parameters in physiological time series,
  Berthouze L and Farmer SF
  BMC Neuroscience, 12(Suppl 1):P105 (2011)

• Detecting the presence of long-range temporal correlations in a time-varying measure of phase synchrony,
  Botcharova M, Farmer SF, Berthouze L
  BMC Neuroscience, 12(Suppl 1):P104 (2011)

• Design and validation of surface-marker clusters for the quantification of joint rotations in general movements in early infancy,
  Berthouze L and Mayston MJ
  Journal of Biomechanics, 44, 1212-1215 (2011) [pdf]
  See here for a newspaper article showing the clusters on a baby (08/12/2013).

• Human EEG shows long-range temporal correlations of oscillation amplitude in Theta, Alpha and Beta bands across a wide age range,
  Berthouze L, James LM and Farmer SF
  Clinical Neurophysiology, 121(8), 1187-1197 (2010) [pdf]

• Role of three key developmental variables in the emergence of LRTCs in a network of spiking neurons,
  Ward N, Farmer SF, and Berthouze L
  BMC Neuroscience, 11(Suppl 1):P29 (2010)

• Role of STDP and heterogeneity in the emergence of LRTCs and frequency scaling,
  Corcoran TG, Farmer SF, and Berthouze L
  BMC Neuroscience, 11(Suppl 1):P23 (2010)

• Transfer or no transfer: The key role of learning specificity,
  Rauwolf P and Berthouze L
  In Proceedings of the 10th International Conference on Epigenetic Robotics, pp. 97-104 (2010) [pdf]

• Assembly, tuning, and transfer of action systems in infants and robots,
  Berthouze L and Goldfield EC
  Infant and Child Development, 17(1), 25-42 (2008) [pdf]

• Predicting the timing of critical periods in development,
  Winks O and Berthouze L
  In Proceedings of the 8th International Conference on Epigenetic Robotics, pp. 127-134 (2008) [pdf]

• Bifurcation angles in ant foraging networks: A trade-off between exploration and exploitation?,
  Berthouze L and Lorenzi A
  In Proceedings of the 10th International Conference on the Simulation of Adaptive Behavior, LNAI 5040, pp. 113-122 (2008) [pdf]

• Passive compliance for an RC servo-controlled bouncing robot,
  Meyer F, Sproewitz A, and Berthouze, L
  Advanced Robotics, 20(8), 953-61 (2006) [pdf]

• A neural model for context-dependent sequence learning,
  Berthouze L and Tijsseling A
  Neural Processing Letters, 23(1), 27-45 (2006) [pdf]

• Cross-validation and step-wise feature selection applied to EEG-based BCI,
  Tanaka K, Kurita T, Meyer F, Berthouze L, and Kawabe T
  In Proceedings of IEEE International Joint Conference on Neural Networks, pp. 9422-9427 (2006)

• Acquisition of a "mirror" system for speechreading,
  Berthouze L
  In Proceedings of the AISB'05 3rd International Symposium on Imitation in Animals and Artifacts, pp. 20-25 (2005)

• Motor skill acquisition under environmental perturbations: On the necessity of alternate freezing and freeing of degrees of freedom,
  Berthouze L and Lungarella M
  Adaptive Behavior, 12(1), 47-63 (2004) [pdf]

• Robot bouncing: On the synergy between neural and body-environment dynamics Lungarella M and Berthouze L
  In Iida, Pfeifer, Steels, and Kuniyoshi, editors, Embodied Artificial Intelligence, LNCS 3139, pp. 86-97, Springer-Verlag Berlin Heidelberg (2004)

• Role of precentral gyrus (BA6) in speechreading: An fMRI study on hearing japanese subjects,
  Berthouze L, Phillips S, Terasaki O, and Kawano K
  Neuroimage, 22(S1), S36 (2004)

• Adaptive background estimation: Computing a pixel-wise learning rate from local confidence and global correlation value,
  Pic M, Berthouze L and Kurita T
  IEICE Transactions on Information and Systems, E87-D(1), 50-57 (2004)
  Extended version of the MVA'02 paper which received the Most Influential Paper of the Decade award at IAPR MVA'13.

• On the interplay between morphological, neural and environmental dynamics,
  Lungarella M and Berthouze L
  Adaptive Behavior, 10(3/4), 223-241 (2002) [pdf]

• Bootstrapping the developmental process: The filter hypothesis,
  Berthouze L
  In Robot Learning - An Interdisciplinary Approach, volume 24 of Series in Robotics and Intelligent Systems, pp. 8-30. World Scientific (2000)

• Interfacing agents through boundaries of interaction dynamics,
  Kuniyoshi Y, Nagakubo A, Berthouze L, and Cheng G
  In Proceedings of 9th International Symposium on Robotics Research (ISRR'99), pp. 232-240 (1999)

• Neural learning of embodied interaction dynamics,
  Kuniyoshi Y and Berthouze L
  Neural Networks, 11(7-8), 1259-1276 (1998) [pdf]

• Emergence and categorization of coordinated visual behavior through embodied interaction,
  Berthouze L and Kuniyoshi Y
  Machine Learning, 31(1/2/3), 187-200. Also in Autonomous Robots, 5(3/4), 369-379 (1998) [pdf]

• Dynamic categorization of explorative behaviors for emergence of stable sensorimotor configurations,
  Berthouze L and Kuniyoshi Y
  In Proceedings of the 5th International Conference on Simulation of Adaptive Behavior, pp. 67-72 (1998)

• Possibility of self-recognizing robots: From the perspective of research on nonhuman primates,
  Berthouze L and Itakura S
  Japanese Journal of Cognitive Studies: Consciousness: Toward a Cognitive Science of Brain and Mind, 4(3), 120-127 (1997)

• Deferred imitation of human head movements by an active stereo vision head,
  Demiris Y, Rougeaux S, Hayes G, Berthouze L, and Kuniyoshi Y
  In Proceedings of IEEE International Workshop on Robot and Human Communication, pp. 88-93 (1997)

• Development of oculo-motor control through robotic imitation,
  Berthouze L, Bakker P, and Kuniyoshi Y
  In Proceedings of IEEE/RSJ International Conference on Robotics and Intelligent Systems, pp. 376-381 (1996)

• Calibration of a foveated wide angle lens on an active vision head,
  Berthouze L, Rougeaux S, Chavand F, and Kuniyoshi Y
  In Proceedings of IEEE/PAMI Computer Vision and Pattern Recognition, San Francisco, USA, pp. 183-188 (1996)