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Research group
Balaguer-Ballester group
Principal investigator:
Dr. Emili Balaguer-Ballester
Faculty of Science, Bournemouth University.
Poole House, room P334a
Talbot Campus, Fern Barrow, Bournemouth BH12 5BB
Tel.:
+0044 1202 965795
Fax:
Internet:
http://dec.bournemouth.ac.uk/staff/ebb/index.php?p=home
Email:
emili.balaguer@zi-mannheim.de
General research interests and goals:
Empirical reconstruction of neuro-cognitive network dynamical states from neurophysiological measurements (multiple-single unit recordings, neuroimaging data).
Statistical identification of nonlinear dynamics of network responses underlying cognition: Implications in neural ensemble coding.
Understanding behavioral and auditory perceptual processes by modeling interacting neural populations.
Clinical applications of network models and inferential algorithms specialized on high-dimensional, multivariate temporal patterns.
Software downloads and preprints can be found in:
http://www.zi-mannheim.de/emili_balaguer.html
Current group members:
Key publications:
Balaguer-Ballester E, Lapish CL, Seamans JK and Durstewitz D (2011) Attracting dyamics of frontal cortex populations during memory-guided deccission-making
PLoS Computational Biology
doi: 101371/journalpcbi1002057 Please find software in http://wwwzi-mannheimde/emili_balaguerhtml.
Hyman, J, Ma, L, Balaguer-Ballester, E, Durstewitz, D and Seamans, J (2012) (2011) Contextual encoding by ensembles of medial prefrontal cortex neurons
Proc. Natl. Acad. Sci. USA
In press.
Durstewitz D and Balaguer-Ballester E (2010) Statistical Approaches for Reconstructing Neuro-Cognitive Dynamics from High-Dimensional Neural Recordings
Neuroforum
4/10: 266-276.
Balaguer-Ballester, E, Clark, N, Coath, M, Krumbholz, K and Denham, S L (2009) Understanding pitch perception as a hierarchical process with top-down modulation
PLoS Computational Biology
5: e1000301 doi:101371/journalpcbi1000301 Please find software in http://wwwzi-mannheimde/emili_balaguerhtml.
Balaguer-Ballester, E, Denham, S L and Meddis, R (2008) A cascade autocorrelation model of pitch perception
Journal of the Acoustic Society of America
124: 2186-2195 Please find software in http://wwwzi-mannheimde/emili_balaguerhtml.
(2008) Predicting service request in support centres based on nonlinear dynamics, ARMA modelling and neural Networks.
Expert Systems with Applications
34: 665-672.
Balaguer-Ballester, E, Coath, M and Denham, S L (2007) A model of perceptual segregation based on clustering the time series of the simulated auditory nerve firing probability.
Biological Cybernetics
97: 479-491.
Balaguer-Ballester, E, Camps-Valls, G, Carrasco-Rodriguez, J L, Soria E and del Valle-Tascon, S (2002) Effective one-day ahead prediction of hourly surface ozone concentrations in eastern Spain using linear models and neural networks
Ecological Modeling
156: 27-41.
() **Please find a complete list of papers, software downloads and preprints in: http://www.zi-mannheim.de/emili_balaguer.html
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BCCN Heidelberg/Mannheim
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