Publications

Journal papers

  • D. Xydas, J. H. Downes, M. C. Spencer, M. W. Hammond, S. J. Nasuto, B. J. Whalley, V. M. Becerra, and K. Warwick, “Revealing Ensemble State Transition Patterns in Multi-Electrode Neuronal Recordings Using Hidden Markov Models”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 19, no. 4, pp. 345-355, 2011
  • K. Warwick, D. Xydas, S. J. Nasuto, V. M. Becerra, M. W. Hammond, J. H. Downes, S. Marshall, and B. J. Whalley, “Controlling a Mobile Robot with a Biological Brain”, Defence Science Journal, vol. 60, no. 1, pp. 5–14, 2010
  • M. C. Spencer, J. H. Downes, D. Xydas, M. W. Hammond, V. M. Becerra ,B. J. Whalley, K. Warwick and S. J. Nasuto, “Spatio-temporal dependences in functional connectivity in rodent cortical cultures”, Paladyn Journal of Behavioral Robotics, vol. 2, no. 3, pp. 156–163, 2011
  • M. C. Spencer, J. H. Downes, D. Xydas, M. W. Hammond, V. M. Becerra, K. Warwick, B. J.Whalley, and S. J. Nasuto, “Multi Scale Evolving Complex Network Model of Functional Connectivity in Neuronal Cultures”, IEEE Transactions on Biomedical Engineering, vol. 59, no. 1, pp. 30–34, 2012
  • J. H. Downes, M. W. Hammond, D. Xydas, M. C. Spencer, V. M. Becerra, K. Warwick, B. J. Whalley, and S. J. Nasuto, “Emergence of a Small-World Functional Network in Cultured Neurons”, PLoS Computational Biology, vol. 8, no. 5, pp. e1002522, 2012
  • M. W. Hammond, D. Xydas, J. H. Downes, G. Bucci, V. M. Becerra, K. Warwick, S. J. Nasuto, and B. J. Whalley, “Endogenous cholinergic tone modulates spontaneous network level neuronal activity in primary cortical cultures grown on multi-electrode arrays”, BMC Neuroscience, 14:38, 2013

Conference papers

  • D. Xydas, M. C. Spencer, J. H. Downes, M. W. Hammond, V. M. Becerra, K. Warwick, B. J. Whalley, and S. J. Nasuto, “Application of Poisson-based hidden Markov models to in vitro neuronal data”, Cybernetic Intelligent Systems, CIS 2010, IEEE 9th International Conference on, pp. 1–6, 2010
  • D. Xydas, D. J. Norcott, K. Warwick, B. J. Whalley, S. J. Nasuto, V. M. Becerra, M. W. Hammond, J. H. Downes, and S. Marshall, “Architecture for Neuronal Cell Control of a Mobile Robot”, European Robotics Symposium, EUROS’08, Proceedings of, Prague, Czech Republic, Springer Berlin / Heidelberg, pp. 23–31, 2008
  • M. C. Spencer, D. Xydas, J. H. Downes, M. W. Hammond, V. M. Becerra, K. Warwick, B. J. Whalley, and S. J. Nasuto, “Investigation of spatio-temporal dependencies in neuronal functional connectivity”, Cybernetic Intelligent Systems, CIS 2010, IEEE 9th International Conference on, Reading, UK, IEEE Xplore, pp. 1–6, 2010
  • J. H. Downes, M. W. Hammond, D. Xydas, B. J. Whalley, V. M. Becerra, K. Warwick, and S. J. Nasuto, “Real-time and Batch Control of MEA Channel Selection and Stimulation”, 6th International Meeting on Substrate-Integrated Micro Electrode Arrays, MEA Meeting 2008, Proceedings of, Reutlingen, Germany, BIOPRO Baden-Wurttemberg GmbH, pp. 157–158, 2008
  • M.W. Hammond, S.Marshall, J. H. Downes, D. Xydas, S. J. Nasuto, V.M. Becerra, K. Warwick, and B. J. Whalley, “Robust Methodology For The Study Of Cultured Neuronal Networks on MEAs”, 6th International Meeting on Substrate-Integrated Micro Electrode Arrays, MEA Meeting 2008, Proceedings of, Reutlingen, Germany, BIOPRO Baden-Wurttemberg GmbH, pp. 293–294, 2008

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