Slawomir Nasuto

Email:
s.j.nasuto@reading.ac.uk
Phone:
+44 (0) 118 378 6701
Job title:
Professor of Cybernetics

Responsibilities:

Head of Biomedical Engineering

Areas of interest

Professor Slawomir J Nasuto's research interests span computational neuroscience and neuroanatomy, developing systems for neural morphology reconstruction, Neuromantic, analysis of signals generated by the nervous system including EEG, single neuron and multivariate spike trains or EMG and their applications for Brain Computer Interfaces and Animats (robots controlled by neural cultures). He also have research interests in Stochastic Diffusion Search, an algorithm belonging to a family of Swarm Intelligence methods and he has been involved in applications of such techniques in aerospace problems.

Postgraduate supervision

Study for a PhD with Professor Slawomir J Nasuto

Prof Nasuto is accepting PhD applications in the areas related to dynamic complex networks models of brain activity, computational neuroscience, neuroscience of anticipation, animats, cognition of coordinated behaviour, Brain Computer Interfaces. Examples of potential projects include:

Anticipatory characteristics of nonlinear complex systems dynamics
Complex network control of stem cell derived cultures
Intelligent estimation of the structural connectivity of neuronal cultures
Machine learning for affective manipulation in music Brain Computer Interfaces
Movement control using dynamics matching and anticipatory coupling

Research projects

Prof Nasuto is heading the Brain Embodiment Laboratory, where interdisciplinary research is conducted at the interface of biomedical engineering, neuroscience and cognition. The laboratory is trying to foster understanding of the information processing in the nervous system at different scales of integration, from cultures of neurons grown on multiple electrode arrays to whole brain signals recorded with EEG and fMRI, and from intention and affect in individuals to coordination of collective behaviour. Various projects on Brain Computer Interfaces, animats - hybrid systems consisting of cultures of biological neurons and robots, form engineering platforms that both enable us to ask such questions but also to translate them into potentially therapeutic solutions.

Please see here for some related publications.

Background

Professor Slawomir J Nasuto has received an MSc in Mathematics from the University of Marie Curie-Sklodowska in Lublin, Poland in 1993 and a PhD in Cybernetics from University of Reading in 1999. He has been a member of academic staff in School of Systems Engineering at Reading since 2000.

Publications

Greenaway, A. , Hwang, F. ORCID: 0000-0002-3243-3869 , Nasuto, S. , Ho, A. ORCID: 0000-0002-2581-126X (2023) Webcam-based eye-tracking of attentional biases in Alzheimer’s disease: a proof-of-concept study. Clinical Gerontologist ISSN: 1545-2301 | doi: https://dx.doi.org/10.1080/07317115.2023.2240783

Abdalbari, H. , Durrani, M. , Pancholi, S. , Patel, N. , Nasuto, S. , Nicolaou, N. (2022) Brain and brain-heart Granger causality during wakefulness and sleep. Frontiers in Neuroscience , 16 ISSN: 1662-453X | doi: https://dx.doi.org/10.3389/fnins.2022.927111
Terzic, L. , Voegtle, A. , Farahat, A. , Hartong, N. , Galazky, I. , Nasuto, S. , Andrade, A. , Knight, R. , Ivry, R. , Voges, J. , Buentjen, L. , Sweeney‐Reed, C. ORCID: 0000-0002-3684-1245 (2022) Deep brain stimulation of the ventrointermediate nucleus of the thalamus to treat essential tremor improves motor sequence learning. Human Brain Mapping pp 0. ISSN: 1097-0193 | doi: https://dx.doi.org/10.1002/hbm.25989
Rodrigues, P. , Filho, C. , Takahata, A. , Suyama, R. , Attux, R. , Castellano, G. , Sato, J. , Nasuto, S. , Soriano, D. (2022) Can dynamic functional connectivity be used to distinguish between resting-state and motor imagery in EEG-BCIs?. In: Benito, R. , Cherifi, C. , Cherifi, H. , Moro, E. , Rocha, L. , Sales-Pardo, M. , (eds.) Complex Networks & Their Applications X. Volume 2, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021. Studies in Computational Intelligence Springer, Cham (1016). pp. 688-699. ISBN: 9783030934125 | doi: https://dx.doi.org/10.1007/978-3-030-93413-2_57

Wairagkar, M. , Hayashi, Y. , Nasuto, S. (2021) Dynamics of long-range temporal correlations in broadband EEG during different motor execution and imagery tasks. Frontiers in Neuroscience , 15 ISSN: 1662-453X | doi: https://dx.doi.org/10.3389/fnins.2021.660032

Eberle, H. , Nasuto, S. , Hayashi, Y. (2020) Synchronisation-based control for a collaborative robot. Royal Society Open Science , 7 (12). ISSN: 2054-5703 | doi: https://dx.doi.org/10.1098/rsos.201267
Daly, I. ORCID: 0000-0001-5489-0393 , Nicolaou, N. ORCID: 0000-0002-9570-5112 , Williams, D. ORCID: 0000-0003-4793-8330 , Hwang, F. ORCID: 0000-0002-3243-3869 , Kirke, A. , Miranda, E. , Nasuto, S. ORCID: 0000-0001-9414-9049 (2020) Neural and physiological data from participants listening to affective music. Scientific Data , 7 (1). pp 0. ISSN: 2052-4463 | doi: https://dx.doi.org/10.1038/s41597-020-0507-6
Li, X. , Mota, B. , Kondo, T. , Nasuto, S. , Hayashi, Y. (2020) EEG dynamical network analysis method reveals the neural signature of visual-motor coordination. PLoS ONE , 15 (5). ISSN: 1932-6203 | doi: https://dx.doi.org/10.1371/journal.pone.0231767
Juneja, D. , Nasuto, S. , Delivopoulos, E. (2020) Fast and efficient differentiation of mouse embryonic stem cells into ATP-responsive astrocytes. Frontiers in Cellular Neuroscience , 13 ISSN: 1662-5102 | doi: https://dx.doi.org/10.3389/fncel.2019.00579
Daly, I. , Williams, D. , Malik, A. , Weaver, J. , Kirke, A. , Hwang, F. , Miranda, E. , Nasuto, S. (2020) Personalised, multi-modal, affective state detection for hybrid brain-computer music interfacing. IEEE Transactions on Affective Computing , 11 (1). pp. 111-124. ISSN: 1949-3045 | doi: https://dx.doi.org/10.1109/TAFFC.2018.2801811

Wairagkar, M. , Hayashi, Y. , Nasuto, S. (2019) Modeling the ongoing dynamics of short and long-range temporal correlations in broadband EEG during movement. Frontiers in Systems Neuroscience , 13 (66). pp 0. ISSN: 1662-5137 | doi: https://dx.doi.org/10.3389/fnsys.2019.00066
Thorne, N. , Honisch, J. , Kondo, T. , Nasuto, S. , Hayashi, Y. (2019) Temporal structure in haptic signaling under a cooperative task. Frontiers in Human Neuroscience , 13 (372). ISSN: 1662-5161 | doi: https://dx.doi.org/10.3389/fnhum.2019.00372
Daly, I. , Williams, D. , Hwang, F. , Kirke, A. , Miranda, E. , Nasuto, S. (2019) Electroencephalography reflects the activity of sub-cortical brain regions during approach-withdrawal behaviour while listening to music. Scientific Reports , 9 (1). ISSN: 2045-2322 | doi: https://dx.doi.org/10.1038/s41598-019-45105-2
Juneja, D. , Nasuto, S. , Delivopoulos, E. (2019) Deriving functional astrocytes from mouse embryonic stem cells with a fast and efficient protocol. pp. 2994-2996. | doi: https://dx.doi.org/10.1109/EMBC.2019.8857058

Williams, N. , Daly, I. , Nasuto, S. (2018) Markov Model-based method to analyse time-varying networks in EEG task-related data. Frontiers in Computational Neuroscience , 12 ISSN: 1662-5188 | doi: https://dx.doi.org/10.3389/fncom.2018.00076
Sweeney-Reed, C. , Nasuto, S. , Vieira, M. , Andrade, A. (2018) Empirical mode decomposition and its extensions applied to EEG analysis: a review. Advances in Data Science and Adaptive Analysis , 10 (2). pp 1. ISSN: 2424-922X | doi: https://dx.doi.org/10.1142/s2424922x18400016
Laszuk, D. , Cadenas, J. , Nasuto, S. (2018) KurSL: model of anharmonic coupled oscillations based on Kuramoto coupling and Sturm–Liouville problem. Advances in Data Science and Adaptive Analysis , 10 (2). pp. 1840002. ISSN: 2424-922X | doi: https://dx.doi.org/10.1142/s2424922x18400028
Wairagkar, M. , Hayashi, Y. , Nasuto, S. (2018) Exploration of neural correlates of movement intention based on characterisation of temporal dependencies in electroencephalography. PLOS ONE , 13 (3). ISSN: 1932-6203 | doi: https://dx.doi.org/10.1371/journal.pone.0193722
Eberle, H. , Nasuto, S. , Hayashi, Y. (2018) Anticipation from sensation: using anticipating synchronisation to stabilise a system with inherent sensory delay. Royal Society Open Science , 5 (3). ISSN: 2054-5703 | doi: https://dx.doi.org/10.1098/rsos.171314
Oguntosin, V. , Nasuto, S. , Hayashi, Y. (2018) Embedded fuzzy logic controller for positive and negative pressure control in pneumatic soft robots.

Nicolaou, N. , Malik, A. , Daly, I. , Weaver, J. , Hwang, F. , Kirke, A. , Roesch, E. , Williams, D. , Miranda, E. , Nasuto, S. (2017) Directed motor-auditory EEG connectivity is modulated by music tempo. Frontiers in Human Neuroscience , 11 ISSN: 1662-5161 | doi: https://dx.doi.org/10.3389/fnhum.2017.00502
Kadirvelu, B. , Hayashi, Y. , Nasuto, S. (2017) Inferring structural connectivity using Ising couplings in models of neuronal networks. Scientific Reports , 7 (1). ISSN: 2045-2322 | doi: https://dx.doi.org/10.1038/s41598-017-05462-2
Williams, D. , Kirke, A. , Miranda, E. , Daly, I. , Hwang, F. , Weaver, J. , Nasuto, S. (2017) Affective calibration of musical feature sets in an emotionally intelligent music composition system. ACM Transactions on Applied Perception , 14 (3). pp. 1-13. ISSN: 1544-3965 | doi: https://dx.doi.org/10.1145/3059005
Juneja, D. , Nasuto, S. , Delivopoulos, E. (2017) Differentiation of functional astrocytes from mouse embryonic stem cells (mESC).
Oguntosin, V. , Mori, Y. , Kim, H. , Nasuto, S. , Kawamura, S. , Hayashi, Y. (2017) Design and validation of exoskeleton actuated by soft modules towards neurorehabilitation - vision-based control for precise reaching motion of upper limb. Frontiers in Neuroscience , 11 ISSN: 1662-453X | doi: https://dx.doi.org/10.3389/fnins.2017.00352
Eberle, H. , Nasuto, S. , Hayashi, Y. (2017) Integration of visual and joint information to enable linear reaching motions. Scientific Reports , 7 ISSN: 2045-2322 | doi: https://dx.doi.org/10.1038/srep40869
Portelli, A. and Nasuto, S. (2017) Design and development of non-contact bio-potential electrodes for pervasive health monitoring applications. Biosensors and Bioelectronics , 7 (1). ISSN: 0956-5663 | doi: https://dx.doi.org/10.3390/bios7010002
Williams, D. , Mears, J. , Kirke, A. , Miranda, E. , Daly, I. , Malik, A. , Weaver, J. , Hwang, F. , Nasuto, S. (2017) A perceptual and affective evaluation of an affectively driven engine for video game soundtracking. ACM Computers in Entertainment , 14 (3).

Wairagkar, M. , Zoulias, I. , Oguntosin, V. , Hayashi, Y. , Nasuto, S. (2016) Movement intention based Brain Computer Interface for Virtual Reality and Soft Robotics rehabilitation using novel autocorrelation analysis of EEG.
Laszuk, D. , Cadenas, J. , Nasuto, S. (2016) On the phase coupling of two components mixing in empirical mode decomposition. Advances in Data Science and Adaptive Analysis , 8 (1). ISSN: 2424-922X | doi: https://dx.doi.org/10.1142/S2424922X16500042
Daly, I. , Williams, D. , Kirke, A. , Weaver, J. , Malik, A. , Hwang, F. , Miranda, E. , Nasuto, S. (2016) Affective brain–computer music interfacing. Journal of Neural Engineering , 13 (4). ISSN: 1741-2560 | doi: https://dx.doi.org/10.1088/1741-2560/13/4/046022
Bishop, J. , Nasuto, S. , Tanay, T. , Roesch, E. , Spencer, M. (2016) HeX and the single anthill: playing games with Aunt Hillary. In: Müller, V. , (eds.) Fundamental Issues of Artificial Intelligence. Synthese Library , 376. Fundamental Issues of Artificial Intelligence , 376 (376). pp. 369-390. ISBN: 9783319264837 | doi: https://dx.doi.org/10.1007/978-3-319-26485-1_22
Nasuto, S. and Hayashi, Y. (2016) Anticipation: beyond synthetic biology and cognitive robotics. Biosystems , 148 pp. 22-31. ISSN: 0303-2647 | doi: https://dx.doi.org/10.1016/j.biosystems.2016.07.011
Zoulias, I. , Harwin, W. , Hayashi, Y. , Nasuto, S. (2016) Milliseconds matter: temporal order of visuo-tactile stimulation affects the ownership of a virtual hand. Springer International Publishing , Cham. pp. 479-489.
Hayashi, Y. , Nasuto, S. , Eberle, H. (2016) Renormalized time scale for anticipating and lagging synchronization. Physical Review E , 93 (5). ISSN: 2470-0053 | doi: https://dx.doi.org/10.1103/PhysRevE.93.052229
Laszuk, D. , Cadenas, O. , Nasuto, S. (2016) EMD performance comparison: single vs double floating points. International journal of signal processing systems , 4 (4). pp. 349-353. ISSN: 2315-4535
Nasuto, S. and Hayashi, Y. (2016) Synapses in digital medium: computational investigations of neural basis of anticipation. Anticipation Across Disciplines. Cognitive Systems Monographs Springer ISBN: 9783319225982
Hayashi, Y. , Blake, J. , Nasuto, S. (2016) Anticipatory engineering: anticipation in sensory-motor systems of human. Anticipation Across Disciplines. Cognitive Systems Monographs Springer ISBN: 9783319225982

Nasuto, S. and Bishop, J. (2015) Steady state resource allocation analysis of the Stochastic Diffusion Search. Biologically Inspired Cognitive Architectures , 12 pp. 65-76. ISSN: 2212-683X | doi: https://dx.doi.org/10.1016/j.bica.2015.04.006
Williams, D. , Kirke, A. , Miranda, E. , Daly, I. , Hallowell, J. , Weaver, J. , Malik, A. , Roesch, E. , Hwang, F. , Nasuto, S. (2015) Investigating perceived emotional correlates of rhythmic density in algorithmic music composition. ACM Transactions on Applied Perception , 12 (3). pp. 1-21. ISSN: 1544-3965 | doi: https://dx.doi.org/10.1145/2749466
Daly, I. , Williams, D. , Hallowell, J. , Hwang, F. , Kirke, A. , Malik, A. , Weaver, J. , Miranda, E. , Nasuto, S. (2015) Music-induced emotions can be predicted from a combination of brain activity and acoustic features. Brain and Cognition , 101 pp. 1-11. ISSN: 0278-2626 | doi: https://dx.doi.org/10.1016/j.bandc.2015.08.003
Laszuk, D. , Cadenas, O. , Nasuto, S. (2015) Objective Empirical Mode Decomposition metric. 38th International Conference on Telecommunications and Signal Processing (TSP). IEEE pp. 504-507. ISBN: 9781479984985 | doi: https://dx.doi.org/10.1109/TSP.2015.7296314
Nagai, K. , Goto, T. , Shimizu, T. , Dobashi, H. , Ito, K. , Hayashi, Y. , Loureiro, R. , Nasuto, S. , Harwin, W. (2015) Feasibility study on EEG driven robotic system to realize efficient stroke rehabilitation. pp. 199-204. | doi: https://dx.doi.org/10.1109/ICORR.2015.7281199
Zoulias, I. , Hayashi, Y. , Harwin, W. , Nasuto, S. (2015) Low-cost HMD and EEG: using visual stimulation by the Oculus Rift® to detect stronger ERDs induced by motion imagery.
Wairagkar, M. , Hayashi, Y. , Nasuto, S. (2015) Movement intention detection from autocorrelation of EEG for BCI.
Oguntosin, V. , Harwin, W. , Kawamura, S. , Nasuto, S. , Hayashi, Y. (2015) Development of a wearable assistive soft robotic device for elbow rehabilitation. pp. 747-752.
Oguntosin, V. , Nasuto, S. , Hayashi, Y. (2015) A compact low-cost electronic hardware design for actuating soft robots. International Journal of Simulation Systems, Science and Technology , 16 (3). ISSN: 1473-8031
Williams, D. , Kirke, A. , Eaton, J. , Miranda, E. , Daly, I. , Hallowell, J. , Roesch, E. , Hwang, F. , Nasuto, S. (2015) Dynamic game soundtrack generation in response to a continously varying emotional trajectory.
Williams, D. , Kirke, A. , Miranda, E. , Roesch, E. , Daly, I. , Nasuto, S. (2015) Investigating affect in algorithmic composition systems. Psychology of Music , 43 (6). pp. 831-854. ISSN: 0305-7356 | doi: https://dx.doi.org/10.1177/0305735614543282
Daly, I. , Hwang, F. , Kirke, A. , Malik, A. , Weaver, J. , Williams, D. , Miranda, E. , Nasuto, S. (2015) Automated identification of neural correlates of continuous variables. Journal of Neuroscience Methods , 242 pp. 65-71. ISSN: 0165-0270 | doi: https://dx.doi.org/10.1016/j.jneumeth.2014.12.012
Williams, N. , Nasuto, S. , Saddy, D. (2015) Method for exploratory cluster analysis and visualisation of single-trial ERP ensembles. Journal of Neuroscience Methods , 250 pp. 22-33. ISSN: 0165-0270 | doi: https://dx.doi.org/10.1016/j.jneumeth.2015.02.007
Nasuto, S. , Bishop, J. , Roesch, E. , Spencer, M. (2015) Zombie mouse in a Chinese Room. Philosophy & Technology , 28 (2). pp. 209-223. ISSN: 2210-5433 | doi: https://dx.doi.org/10.1007/s13347-014-0150-2

Daly, I. , Williams, D. , Hwang, F. , Kirke, A. , Malik, A. , Roesch, E. , Weaver, J. , Miranda, E. , Nasuto, S. (2014) Brain-computer music interfacing for continuous control of musical tempo.
Williams, D. , Kirke, A. , Miranda, E. , Daly, I. , Roesch, E. , Weaver, J. , Nasuto, S. (2014) Evaluating perceptual separation in a pilot system for affective composition.
Daly, I. , Hallowell, J. , Hwang, F. , Kirke, A. , Malik, A. , Roesch, E. , Weaver, J. , Williams, D. , Miranda, E. , Nasuto, S. (2014) Changes in music tempo entrain movement related brain activity. pp. 4595-4598.
Abreu Rosa de Sá, A. , Barbosa Soares, A. , de Oliveira Andrade, A. , Nasuto, S. (2014) Decomposition of surface electromyographic signal using Hidden Markov Model. Journal of Health Science , 2 (1). pp. 28-40. ISSN: 2166-5990
Daly, I. , Malik, A. , Hwang, F. , Roesch, E. , Weaver, J. , Kirke, A. , Williams, D. , Miranda, E. , Nasuto, S. (2014) Neural correlates of emotional responses to music: an EEG study. Neuroscience Letters , 573 pp. 52-57. ISSN: 0304-3940 | doi: https://dx.doi.org/10.1016/j.neulet.2014.05.003
Daly, I. , Williams, D. , Hwang, F. , Kirke, A. , Malik, A. , Roesch, E. , Weaver, J. , Miranda, E. , Nasuto, S. (2014) Investigating music tempo as a feedback mechanism for closed-loop BCI control. Brain-Computer Interfaces , 1 (3-4). pp. 158-169. ISSN: 2326-263X | doi: https://dx.doi.org/10.1080/2326263X.2014.979728
Daly, I. , Faller, J. , Scherer, R. , Sweeney-Reed, C. , Nasuto, S. , Billinger, M. , Muller-Putz, G. (2014) Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control. Frontiers in Neuroengineering , 7 (20). pp. 1-11. ISSN: 1662-6443 | doi: https://dx.doi.org/10.3389/fneng.2014.00020
Vassile, M. , Ceriotti, M. , Becerra, V. , Nasuto, S. (2014) An incremental algorithm for the optimization of multiple gravity assist trajectories. In: Vasile, M. and Becerra, V. , (eds.) Computational Intelligence in Aerospace Sciences. Progress in Astronautics and Aeronautics , 244. American Institute of Aeronautics and Astronautics , Reston, VA. pp. 745-779. ISBN: 9781624102608
Wairagkar, M. , Daly, I. , Hayashi, Y. , Nasuto, S. (2014) Novel single trial movement classification based on temporal dynamics of EEG.
Hayashi, Y. , Spencer, M. , Nasuto, S. (2014) A study of anticipatory non-autonomous systems. Awareness Science and Technology and Ubi-Media Computing (iCAST-UMEDIA), 2013 International Joint Conference on. IEEE pp. 316-318. | doi: https://dx.doi.org/10.1109/ICAwST.2013.6765456

Daly, I. , Nicolaou, N. , Nasuto, S. , Warwick, K. (2013) Automated artifact removal from the electroencephalogram; a comparative study. Clinical EEG and Neuroscience , 44 (4). pp. 291-306. ISSN: 1550-0594 | doi: https://dx.doi.org/10.1177/1550059413476485
Nagai, K. , Hayashi, Y. , Ito, K. , Loureiro, R. , Nasuto, S. , Harwin, W. (2013) Proposal of a floating mechanism based on magnetic levitation method toward EEG-driven robotic system.
Nasuto, S. and Bishop, J. (2013) Of (zombie) mice and animats. In: Müller, V. , (eds.) Philosophy and Theory of Artificial Intelligence. Studies in Applied Philosophy, Epistemology and Rational Ethics Springer Berlin Heidelberg (5). pp. 85-106. ISBN: 978364231673-9 (Print) 9783642316746 (Online) | doi: https://dx.doi.org/10.1007/978-3-642-31674-6_7
Spencer, M. , Roesch, E. , Nasuto, S. , Tanay, T. , Bishop, J. (2013) Abstract platforms of computation. pp. 25-32.
Daly, I. , Sweeney-Reed, C. , Nasuto, S. (2013) Testing for significance of phase synchronisation dynamics in the EEG. Journal of Computational Neuroscience , 34 (3). pp. 411-432. ISSN: 1573-6873 | doi: https://dx.doi.org/10.1007/s10827-012-0428-2
Hammond, M. , Xydas, D. , Downes, J. , Bucci, G. , Becerra, V. , Warwick, K. , Constanti, A. , Nasuto, S. , Whalley, B. (2013) Endogenous cholinergic tone modulates spontaneous network level neuronal activity in primary cortical cultures grown on multi-electrode arrays. BMC Neuroscience , 14 ISSN: 1471-2202 | doi: https://dx.doi.org/10.1186/1471-2202-14-38
Hayashi, Y. , Nagai, K. , Ito, K. , Nasuto, S. , Loureiro, R. , Harwin, W. (2013) Analysis of EEG signal to detect motor command generation towards stroke rehabilitation. In: Pons, J. , Torricelli, D. , Pajaro, M. , (eds.) Converging Clinical and Engineering Research on Neurorehabilitation. Biosystems and Biorobotics Springer (1). pp. 569-573. ISBN: 9783642345456 | doi: https://dx.doi.org/10.1007/978-3-642-34546-3_92 (Proceedings of ICNR 2012, the International Conference on NeuroRehabilitation)

Myatt, D. , Hadlington, T. , Ascoli, G. , Nasuto, S. (2012) Neuromantic : from semi-manual to semi-automatic reconstruction of neuron morphology. Frontiers in Neuroinformatics , 6 (4). pp. 1-14. ISSN: 1662-5196 | doi: https://dx.doi.org/10.3389/fninf.2012.00004
Naves, K. , Pereira, A. , Nasuto, S. , Russo, I. , Andrade, A. (2012) Assessment of inter-examiner agreement and variability in the manual classification of auditory brainstem response. BioMedical Engineering OnLine , 11 ISSN: 1475-925X | doi: https://dx.doi.org/10.1186/1475-925X-11-86
Naves, K. , Pereira, A. , Nasuto, S. , Russo, I. , Andrade, A. (2012) Analysis of the variability of auditory brainstem response components through linear regression. Journal of Biomedical Science and Engineering , 5 (9). pp. 517-525. ISSN: 1937-688X | doi: https://dx.doi.org/10.4236/jbise.2012.59064
Downes, J. , Hammond, M. , Xydas, D. , Spencer, M. , Becerra, V. , Warwick, K. , Nasuto, S. , Whalley, B. (2012) Emergence of a small-world functional network in cultured neurons. PLoS Computational Biology , 8 (5). pp. 1-17. ISSN: 1553-734X | doi: https://dx.doi.org/10.1371/journal.pcbi.1002522
Hayashi, Y. , Nagai, K. , Ito, K. , Nasuto, S. , Loureiro, R. , Harwin, W. (2012) A feasible study of EEG-driven assistive robotic system for stroke rehabilitation. IEEE pp. 1733-1739. | doi: https://dx.doi.org/10.1109/BioRob.2012.6290919
Roesch, E. , Nasuto, S. , Bishop, J. (2012) Emotion and anticipation in an enactive framework for cognition (response to Andy Clark). Frontiers in Theoretical and Philosophical Psychology , 3 (398). ISSN: 1664-1078 | doi: https://dx.doi.org/10.3389/fpsyg.2012.00398
Sweeney-Reed, C. , Riddell, P. , Ellis, J. , Freeman, J. , Nasuto, S. (2012) Neural correlates of true and false memory in mild cognitive impairment. PLoS ONE , 7 (10). ISSN: 1932-6203 | doi: https://dx.doi.org/10.1371/journal.pone.0048357
Daly, I. , Nasuto, S. , Warwick, K. (2012) Brain computer interface control via functional connectivity dynamics. Pattern Recognition , 45 (6). pp. 2123-2136. ISSN: 0031-3203 | doi: https://dx.doi.org/10.1016/j.patcog.2011.04.034

Williams, N. , Nasuto, S. , Saddy, J. (2011) Evaluation of empirical mode decomposition for event-related potential analysis. EURASIP Journal on Advances in Signal Processing , 2011 ISSN: 1687-6180 | doi: https://dx.doi.org/10.1155/2011/965237
Spencer, M. , Downes, J. , Xydas, D. , Hammond, M. , Becerra, V. , Whalley, B. , Warwick, K. , Nasuto, S. (2011) Spatio-temporal dependencies in functional connectivity in rodent cortical cultures. Paladyn , 3 (3). pp. 156-163. ISSN: 2081-4836 | doi: https://dx.doi.org/10.2478/s13230-012-0002-7
Miranda, E. , Nasuto, S. , Troisi, A. , Downes, J. , Chiaramonte, A. , Spencer, M. , Hammond, M. , Xydas, D. , Whalley, B. , Becerra, V. , Warwick, K. (2011) A musical instrument using in vitro neural networks. pp. 567-570. ISBN: 9780984527403
Portelli, A. , Daly, I. , Spencer, M. , Nasuto, S. (2011) Low cost brain-computer interface: first results. In: Müller-Putz, G. , Scherer, R. , Billinger, M. , Kreilinger, A. , Kaiser, V. , Neuper, C. , (eds.) Proceedings of the 5th International Brain-Computer Interface Conference 2011. Verlag der Technischen Universität Graz 2011 , Graz University of Technology, Austria. pp. 320-323. ISBN: 9783851251401
Spencer, M. , Downes, J. , Xydas, D. , Hammond, M. , Becerra, V. , Warwick, K. , Whalley, B. , Nasuto, S. (2011) Multiscale evolving complex network model of functional connectivity in neuronal cultures. IEEE Transactions on Biomedical Engineering , 59 (1). pp. 30-34. ISSN: 0018-9294 | doi: https://dx.doi.org/10.1109/TBME.2011.2171340
Xydas, D. , Downes, J. , Spencer, M. , Hammond, M. , Nasuto, S. , Whalley, B. , Becerra, V. , Warwick, K. (2011) Revealing ensemble state transition patterns in multi-electrode neuronal recordings using hidden Markov models. IEEE Transactions on Neural Systems and Rehabilitation Engineering , 19 (4). pp. 345-355. ISSN: 1534-4320 | doi: https://dx.doi.org/10.1109/TNSRE.2011.2157360
Warwick, K. , Nasuto, S. , Becerra, V. , Whalley, B. (2011) Experiments with an in-vitro robot brain. In: Yang, C. , (eds.) Computing with instinct: rediscovering artificial intelligence. Lecture notes in computer science Springer (5987). pp. 1-16. ISBN: 9783642197567 (Sub series: lecture notes in artifical intelligence)
Daly, I. , Nasuto, S. , Warwick, K. (2011) Single tap identification for fast BCI control. Cognitive Neurodynamics , 5 (1). pp. 21-30. ISSN: 1871-4099 | doi: https://dx.doi.org/10.1007/s11571-010-9133-x

Hernandez-Carrascal, A. and Nasuto, S. (2010) Application of Gaussian multi-scale representation to feature tracking in meteorological satellite imagery.
Daly, I. , Williams, N. , Nasuto, S. , Warwick, K. , Saddy, D. (2010) Single trial BCI operation via Wackermann parameters. 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE pp. 409-414. ISBN: 9781424478750 | doi: https://dx.doi.org/10.1109/MLSP.2010.5588992
Spencer, M. , Xydas, D. , Downes, J. , Hammond, M. , Becerra, V. , Warwick, K. , Whalley, B. , Nasuto, S. (2010) Investigation of spatio-temporal dependencies in neuronal functional connectivity.
Xydas, D. , Spencer, M. , Downes, J. , Hammond, M. , Becerra, V. , Warwick, K. , Whalley, B. , Nasuto, S. (2010) Application of Poisson-based hidden Markov models to in-vitro neuronal data.
Warwick, K. , Xydas, D. , Nasuto, S. , Becerra, V. , Hammond, M. , Downes, J. , Marshall, S. , Whalley, B. (2010) Controlling a mobile robot with a biological brain. Defence Science Journal , 60 (1). pp. 5-14. ISSN: 0011-748X

Sweeney-Reed, . and Nasuto, . (2009) Detection of neural correlates of self-paced motor activity using empirical mode decomposition phase locking analysis. Journal of Neuroscience Methods , 184 (1). pp. 54-70. ISSN: 0165-0270 | doi: https://dx.doi.org/10.1016/j.jneumeth.2009.07.023
Nasuto, . , Bishop, . , De Meyer, . (2009) Communicating neurons: a connectionist spiking neuron implementation of stochastic diffusion search. Neurocomputing , 72 (4-6). pp. 704-712. ISSN: 0925-2312 | doi: https://dx.doi.org/10.1016/j.neucom.2008.03.019
Williams, . , Daly, I. , Nasuto, . , Saddy, D. , Warwick, . (2009) ERP classification using empirical mode decomposition.
Portelli, . and Nasuto, . (2009) Overcoming the limitations of traditional EEG acquisition through the use of capacitive electrodes [poster].
Warwick, . , Daly, I. , Nasuto, . (2009) Phase resetting as a mechanism of ERP generation: evidence from the power spectrum.

Vasile, M. , Ceriotti, M. , Radice , G. , Becerra, V. , Nasuto, S. , Anderson, J. (2008) Global trajectory optimisation: can we prune the solution space when considering deep space manoeuvres?. ESA
Andrade, . , Kyberd, . , Nasuto, . (2008) The application of the Hilbert spectrum to the analysis of electromyographic signals. Information Sciences , 178 (9). pp. 2176-2193. ISSN: 0020-0255 | doi: https://dx.doi.org/10.1016/j.ins.2007.12.013
Nicolaou, . , Nasuto, . , Georgiou, . (2008) Single-trial event-related potential analysis for brain-computer interfaces. pp. 13-19. ISBN: 1902956648
Myatt, . , Hadlington, . , Skene, . , Ascoli, . , Nasuto, . (2008) Superior 3D tracking of neurites using a modified livewire algorithm.
Hammond, . , Marshall, . , Downes, . , Xydas, . , Nasuto, . , Becerra, . , Warwick, . , Whalley, . (2008) Robust methodology for the study of cultured neuronal networks On MEAs.
Skene, . and Nasuto, . (2008) Methods for comparing and constraining models of dendritic spines.
Sa, . , Andrade, . , Soares, . , Nasuto, . (2008) Exploration vs exploitation in differential evolution. AISB
Sa, . , Andrade, . , Nasuto, . , Soares, . (2008) Estimation of Hidden Markov Models parameters using differential evolution. AISB
Portelli, . and Nasuto, . (2008) Toward construction of an inexpensive brain computer interface for goal oriented applications . AISB
Hernandez-Carrascal, . and Nasuto, . (2008) A swarm intelligence method for feature tracking in AMV derivation.
Downes, . , Hammond, . , Xydas, . , Whalley, . , Becerra, . , Warwick, . , Nasuto, . (2008) Real-time and batch control of MEA channel selection and stimulation.
Daly, I. , Nasuto, . , Warwick, . (2008) Towards natural human computer interaction in BCI. AISB
Xydas, . , Norcott, . , Warwick, . , Whalley, . , Nasuto, . , Becerra, . , Hammond, . , Downes, . , Marshall, . (2008) Architecture for neuronal cell control of a mobile robot. In: Bruyninckx, . , Preucil, . , Kulich, . , (eds.) European Robotics Symposium 2008. Springer Tracts in Advanced Robotics , 44. Springer-Verlag Berlin , Berlin. pp. 23-31. ISBN: 9783540783152
Nasuto, . and Bishop, . (2008) Stabilizing swarm intelligence search via positive feedback resource allocation. In: Krasnogor, . , Nicosia, . , Pavone, . , Pelta, . , (eds.) Nature Inspired Cooperative Strategies for Optimization. Studies in Computational Intelligence , 129. Springer , New York. pp. 115-123. ISBN: 9783540789864
Becerra, V. , Brown, M. , Nasuto, S. (2008) Automatically constructing the semantic web. Systems Engineering Annual Conference 2008
Daly, I. , Nasuto, S. , Warwick, K. (2008) A new paradigm for BCI research.

Myatt, D. and Nasuto, S. (2007) Three dimensional reconstruction of neurons. AISB Quarterly , 2007 (125). pp. 1-2. ISSN: 0268-4179
Rocon de Lima, E. , Andrade, A. , Pons, J. , Kyberd, P. , Nasuto, S. (2007) EMD: A novel technique for the study of tremor time series. IFMBE Proceedings , 14 (8). pp. 992-996. | doi: https://dx.doi.org/10.1007/978-3-540-36841-0_236
Warwick, . and Nasuto, . (2007) Authors' response to letter to the editor. IEEE Magazine Instrumentation and Measurement , 10 (6). pp. 12-13. ISSN: 1094-6969 | doi: https://dx.doi.org/10.1109/MIM.2007.4428576
Sweeney-Reed, . and Nasuto, . (2007) A novel approach to the detection of synchronisation in EEG based on empirical mode decomposition. Journal of Computational Neuroscience , 23 (1). pp. 79-111. ISSN: 0929-5313 | doi: https://dx.doi.org/10.1007/s10827-007-0020-3
Nicolaou, . and Nasuto, . (2007) Automatic artefact removal from event-related potentials via clustering. Journal of VLSI Signal Processing Systems for Signal Image and Video Technology , 48 (1-2). pp. 173-183. ISSN: 0922-5773 | doi: https://dx.doi.org/10.1007/s11265-006-0011-z
Izzo, . , Becerra, . , Myatt, . , Nasuto, . , Bishop, . (2007) Search space pruning and global optimisation of Multiple Gravity Assist spacecraft trajectories. Journal of Global Optimization , 38 (2). pp. 283-296. ISSN: 0925-5001 | doi: https://dx.doi.org/10.1007/s10898-006-9106-0
Andrade, . , Nasuto, . , Kyberd, . (2007) Extraction of motor unit action potentials from electromyographic signals through generative topographic mapping. Journal of the Franklin Institute , 344 (3 - 4). pp. 154 - 179.
Farrimond, . , Nasuto, . , Stephens, . , Whalley, . (2007) NoLITiV: an implementation of nonlinear methods of signal processing: application to pharmacological data.
Becerra, . , Nasuto, . , Anderson, . , Ceriotti, . , Bombardelli, . (2007) Search space pruning and global optimization of multiple gravity assist trajectories with deep space manoeuvres. 2007 IEEE Congress on Evolutionary Computation, Vols 1-10, Proceedings. IEEE Congress on Evolutionary Computation IEEE , New York. pp. 957-964. ISBN: 9781424413393

Myatt, D. , Bishop, M. , Nasuto, S. (2006) Alternate Recruitment Strategies for SDS. Artificial life X: proceedings of the Tenth International Conference on the Simulation and Synthesis of Living Systems. , 10. MIT Press pp. 296.
Rocon, E. , Pons, J. , Andrade, A. , Nasuto, J. (2006) Application of EMD as a novel technique for the study of tremor time series.
Warwick, . and Nasuto, . (2006) Rational AI: what does it mean for a machine to be intelligent?. IEEE Instrumentation and Measurement Magazine , 9 (6). pp. 20-26.
Warwick, K. and Nasuto, S. (2006) Historical and current machine intelligence. IEEE Instrumentation & Measurement Magazine , 9 (6). pp. 20-26. ISSN: 1094-6969 | doi: https://dx.doi.org/10.1109/MIM.2006.250663
De Lima, . , Andrade, . , Pons, . , Kyberd, . , Nasuto, . (2006) Empirical mode decomposition: a novel technique for the study of tremor time series. Medical and Biological Engineering and Computing , 44 (7). pp. 569- 582. | doi: https://dx.doi.org/10.1007/s11517-006-0065-x
Andrade, . , Nasuto, . , Kyberd, . , Sweeney-Reed, . , Van Kanijn, . (2006) EMG signal filtering based on Empirical Mode Decomposition. Biomedical Signal Processing and Control , 1 (1). pp. 44-55. ISSN: 1746-8094 | doi: https://dx.doi.org/10.1016/j.bspc.2006.03.003
Nasuto, . , Bishop, . , Kyberd, . (2006) NESTER: a spiking neuron connectionist implementation of stochastic diffusion search.
Nasuto, . and Bishop, . (2006) Exploration vs. exploitation in naturally inspired search.
Myatt, . , Nasuto, . , Bishop, . (2006) Exploration vs. exploitation in stochastic diffusion search.
De Lima, . , Andrade, . , Kyberd, . , Nasuto, . (2006) MED: a novel technique for the study of temor time series.
Becerra, . , Biggs, . , Nasuto, . , Ruiz, . , Holderbaum, . , Izzo, . (2006) Using Newton's method to search for quasi-periodic relative satellite motion based on nonlinear Hamilton models. pp. 193 - 202.
Andrade, . , Nasuto, . , Kyberd, . (2006) Simulation of motor unit action potentials through a point distribution model.
Myatt, . , Nasuto, . , Maybank, . (2006) Towards the automatic reconstruction of dendritic trees using particle filters. NSSPW: Nonlinear Statistical Signal Processing Workshop - Classical, Unscented and Particle Filtering Methods. IEEE pp. 193-196. ISBN: 9781424405794
De Meyer, . , Nasuto, . , Bishop, . (2006) Stochastic diffusion optimisation: the application of partial evaluation and stochastic recruitment . In: Abraham, . , Grosam, . , Ramos, . , (eds.) Swarm Intelligence and Data Minig. , 2 Chapter . Springer Verlag

Biggs, J. , Becerra, V. , Nasuto, S. , Ruiz, V. , Holderbaum, W. (2005) A search for invariant relative satellite motion. ESA/ESTEC (04/4104).
Nicolaou, . and Nasuto, . (2005) Comment on "Performance of different synchronization measures in real data: A case study on electroencephalographic signals". Physical Review E , 72 (6). pp. 2. ISSN: 1539-3755 | doi: https://dx.doi.org/10.1103/PhysRevE.72.063901
Nicolaou, . and Nasuto, . (2005) Rejoinder to 'Performance of different synchronisation measures in real data: A case study on electroencephalograhic signals. Physical Review E , 72 | doi: https://dx.doi.org/10.1103/PhysRevE.72.063901
Becerra, . , Garces, . , Nasuto, . , Holderbaum, . (2005) An Efficient Parameterization of Dynamic Neural Networks for Nonlinear System Identification. IEEE Transactions on Neural Networks , 16 (4). pp. 983 - 988. | doi: https://dx.doi.org/10.1109/TNN.2005.849844
Andrade, . , Nasuto, . , Kyberd, . , Sweeney-Reed, . (2005) Generative topographic mapping applied to clustering and visualization of motor unit action potentials. Biosystems , 82 (3). pp. 273-284. ISSN: 0303-2647 | doi: https://dx.doi.org/10.1016/j.biosystems.2005.09.004
Sweeney-Reed, . , Howroyd, . , Andrade, . , Nasuto, . (2005) Empirical Mode Decomposition for Isolation of Neural Assemblies Underlying Cognitive Acts. IEEE Press
Nicolaou, . and Nasuto, . (2005) Automatic Artefact Removal from EEG.
Nicolaou, . and Nasuto, . (2005) Mutual Information for EEG Analysis.
Nicolaou, . and Nasuto, . (2005) Temporal ICA for automatic artefact removal from EEG.
Myatt, . , Becerra, . , Nasuto, . , Bishop, . (2005) GASP: An Efficient Pruning Technique for the Global Optimisation of Multiple Gravity Assist Trajectories.
Deng, . , Becerra, . , Nasuto, . (2005) A novel dynamic neural network structure for nonlinear system identification..
Becerra, . , Myatt, . , Nasuto, . , Bishop, . , Izzo, . (2005) An Efficient Pruning Technique for the Global Optimisation of Multiple Gravity Assist Trajectories.
Andrade, . , Nasuto, . , Kyberd, . (2005) An automatic system for clustering and visualization of motor unit action potentials based on the Generative Topographic Mapping. IEE
Andrade, . , Nasuto, . , Kyberd, . (2005) The GTM classifier and its application to the classification of motor unit action potentials. IEEE Press
Ruiz, . and Nasuto, . (2005) Biomedical image classification methods and techniques. In: Costaridou, . , (eds.) Medical Image Analysis Methods. , 2089. Taylor & Francis, CRC pp. 504. ISBN: 849320895
Nicolaou, . and Nasuto, . (2005) Robustness of mutual information to inter-subject variability for automatic artefact removal from EEG. 2005 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vols 1-7. Proceedings of Annual International Conference of the Ieee Engineering in Medicine and Biology Society IEEE , New York. pp. 5991-5994. ISBN: 780387406

Myatt, D. , Becerra, V. , Nasuto, S. , Bishop, J. (2004) Advanced global optimisation for mission analysis and design. ESA Ariadna (03-4101a).
Myatt, . , Bishop, . , Nasuto, . (2004) Minimum stable convergence criteria for stochastic diffusion search. Electronics Letters , 40 (2). pp. 112-113. ISSN: 0013-5194 | doi: https://dx.doi.org/10.1049/el:20040096
Sweeney-Reed, . , Andrade, . , Nasuto, . (2004) Empirical mode decomposition of eeg signals for synchronisation analysis.
Nicolaou, . and Nasuto, . (2004) Temporal Independent Component Analysis for automatic artefact removal from EEG.
De Oliveira, . , Kyberd, . , Nasuto, . (2004) Time Frequency Analysis of surface electromyographic signals via Hilbert Spectrum.

Sharkey, . , Becerra, . , Browne, . , Grimbleby, J. , Guy, . , Harwin, . , Linfoot, . , Nasuto, . , Ruiz, . , Sherratt, R. , Shirsavar, . (2003) On Serving Members in Embargoed Countries - A Response to Dr Adler. IEEE Spectrum pp. 8.
De Mayer, . , Bishop, . , Nasuto, . (2003) Stochastic Diffusion: Using Recruitment for Search. Symposium on Evolvability and Interaction, Queen Mary & Westfield College, London
Bishop, . and Nasuto, . (2003) Second Order Cybernetics and Enactive Perception. IEEE Workshop on Cybernetic Intelligence - Challenges and Advances
Nicolaou, . and Nasuto, . (2003) Comparison of Temporal and Standard Independent Component Analysis (ICA) Algorithms for EEG Analysis.

Krichmar, J. and Nasuto, S. (2002) The relationship between neuronal shape and neuronal function. In: Ascoli, G. , (eds.) Computational neuroanatomy: principles and methods. Humana Press , Totowa, USA. pp. 105-126. ISBN: 9781588290007
Krichmar, J. , Nasuto, S. , Scorcioni, R. , Washington, S. , Ascoli, G. (2002) Effects of dendritic morphology on CA3 pyramidal cell electrophysiology: a simulation study. Brain Research , 941 (1-2). pp. 11-28. ISSN: 0006-8993 | doi: https://dx.doi.org/10.1016/S0006-8993(02)02488-5
Myatt, D. , Torr, P. , Nasuto, S. , Bishop, J. , Craddock, R. (2002) NAPSAC: high noise, high dimensional model parameterisation - it's in the bag. pp. 458-467.
Bishop, J. , Nasuto, S. , de Meyer, K. (2002) Dynamic knowledge representation in connectionist systems. pp. 308-313.
de Meyer, K. , Bishop, J. , Nasuto, S. (2002) Small-world effects in lattice stochastic diffusion search. pp. 147-152.

Ascoli, G. , Krichmar, J. , Nasuto, S. , Senft, S. (2001) Generation, description and storage of dendritic morphology data. Philosophical Transactions of the Royal Society B: Biological Sciences , 356 (1412). pp. 1131-1145. ISSN: 0962-8436 | doi: https://dx.doi.org/10.1098/rstb.2001.0905
Ascoli, G. , Krichmar, J. , Scorcioni, R. , Nasuto, S. , Senft, S. , Krichmar, G. (2001) Computer generation and quantitative morphometric analysis of virtual neurons. Anatomy and Embryology , 204 (4). pp. 283-301. ISSN: 1432-0568 | doi: https://dx.doi.org/10.1007/s004290100201
Nasuto, S. , Knape, R. , Krichmar, J. , Ascoli, G. (2001) Relation between neuronal morphology and electrophysiology in the Kainate lesion model of Alzheimer's Disease. Neurocomputing , 38-40 pp. 1477-1487. ISSN: 0925-2312 | doi: https://dx.doi.org/10.1016/S0925-2312(01)00507-0
Nasuto, S. , Krichmar, J. , Scorcioni, R. , Ascoli, G. (2001) Algorithmic statistical analysis of electrophysiological data for the investigation of structure-activity relationship in single neurons.

De Meyer, K. and Nasuto, S. (2000) Attention through self-synchronisation in the spiking neuron stochastic diffusion network. Consciousness and Cognition , 9 (2). pp. 81. ISSN: 1053-8100

Nasuto, S. and Bishop, M. (1999) Convergence analysis of stochastic diffusion search. Journal of Parallel Algorithms and Applications , 14 (2). pp. 89-107. ISSN: 1744-5779 | doi: https://dx.doi.org/10.1080/10637199808947380
Nasuto, S. , Dautenhahn, K. , Bishop, J. (1999) Communication as an emergent metaphor for neuronal operation. In: Nehaniv, C. , (eds.) Computation for Metaphors, Analogy and Agent. Lecture Notes in Computer Science Springer Verlag (1562). pp. 372-386. ISBN: 9783540659594
Nasuto, S. (1999) Resource allocation analysis of the stochastic diffusion search. pp 234.

Nasuto, S. and Bishop, J. (1998) Neural Stochastic Diffusion Search Network-a theoretical solution to the binding problem. Proc. ASSC2, the Association for the Scientific Study of Consciousness , 19
Nasuto, S. , Bishop, M. , Lauria, S. (1998) Time complexity analysis of the stochastic diffusion search. Neural Computation , 98

Slawomir Nasuto

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