Papers

A selection of papers published by SCANDLE researchers.

Publications

SCANDLE Publications

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Characterising switching behaviour in perceptual multi-stability

Susan Denham, Alexandra Bendixen, Robert Mill, Dénes Tóth, Thomas Wennekers, Martin Coath, Tamás Bohm, Orsolya Szalardy, István Winkler (in Press). Journal of Neuroscience Methods

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Tell me something interesting: Context dependent adaptation in somatosensory cortex

Davies, LA., Garcia-Lazaro, JA., Schnupp, J., Wennekers, T., & Denham, SL (2011, In press) Journal of Neuroscience Methods

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Multistability in auditory stream segregation: a predictive coding view.

István Winkler, Susan Denham, Robert Mill, Tamás M. Bohm and Alexandra Bendixen Philos Trans R Soc Lond B Biol Sci. 2012 Apr 5;367(1591):1001-12.

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Different roles of proximity and predictability in auditory stream segregation

Bendixen, A., Bőhm, T.M., Szalárdy, O., Mill, R., Denham, S.L., & Winkler, I. (in press). Learning & Perception.

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Modulation frequency difference acts as a primitive cue for auditory stream segregation

Szalárdy, O., Bendixen, A., Tóth, D., Denham, S.L., & Winkler, I. (in press). Learning & Perception.

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Perceptual bi-stability in auditory streaming: How much do stimulus features matter?

Denham, S.L., Gyimesi, K., Stefanics, G., & Winkler, I. (in press). Learning & Perception.

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Emergent auditory feature tuning in a real-time neuromorphic VLSI system.

Sheik S, Coath M, Indiveri G, Denham SL, Wennekers T and Chicca E (2012) Emergent auditory feature tuning in a real-time neuromorphic VLSI system. Front. Neurosci. 6:17. doi: 10.3389/fnins.2012.00017

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Real-time inference in a VLSI spiking neural network

D. Corneil, D. Sonnleithner, E. Neftci, E. Chicca, M. Cook, G. Indiveri, and R. Douglas. Real-time inference in a VLSI spiking neural network. In International Symposium on Circuits and Systems, ISCAS 2012. IEEE, 2012. URL http://ncs.ethz.ch/pubs/pdf/ Corneil_etal12.pdf. (accepted)

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Gait-Based Person And Gender Recognition Using Micro-Doppler Signatures

G. Garreau, C. Andreou, A. Andreou, J. Georgiou, S. Dura-Bernal, T. Wennekers, and S. Denham, “Gait-based person and gender recognition using micro-doppler signatures,” in Biomedical Circuits and Systems Conference (BioCAS), 2011 IEEE, November 2011, pp. 444–447.

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Human action categorization using ultrasound micro-Doppler signatures

Dura-Bernal, S., Garreau, G., Andreou, C.M., Andreou, A.G., Georgiou, J., Wennekers, T., and Denham, S.L. "Human Action Categorization Using Ultrasound Micro-Doppler Signatures".  In Proceedings of HBU. 2011, 18-28.

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Dynamic State and Parameter Estimation applied to Neuromorphic Systems

E. Neftci, B. Toth, G. Indiveri, and H. Abarbanel. Dynamic state and parame- ter estimation applied to neuromorphic systems. Neural Computation, 2012. URL http://ncs.ethz.ch/pubs/pdf/Neftci_etal12.pdf. (in press).

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A Multimodal-Corpus Data Collection System for Cognitive Acoustic Scene Analysis

Georgiou, J.; Pouliquen, P.; Cassidy, A.; Garreau, G.; Andreou, C.; Stuarts, G.; d'Urbal, C.; Andreou, A.G.; Denham, S.; Wennekers, T.; Mill, R.; Winkler, I.; Bohm, T.; Szalardy, O.; Klump, G.M.; Jones, S.; Bendixen, A.; , "A multimodal-corpus data collection system for cognitive acoustic scene analysis," Information Sciences and Systems (CISS), 2011 45th Annual Conference on , vol., no., pp.1-6, 23-25 March 2011

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Function approximation with uncertainty propagation in a VLSI spiking neural network

D. Corneil, D. Sonnleithner, E. Neftci, E. Chicca, M. Cook, G. Indiveri, and R. Douglas. Function approximation with uncertainty propagation in a VLSI spiking neural network. In Neural Networks (IJCNN), The 2010 International Joint Conference on, pages 1–6. IEEE, 2010. (accepted)

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A wireless architecture for distributed sensing/actuation and pre-processing with microsecond synchronization

P. Pouliquen, A. Cassidy, A. Andreou, G. Garreau, and J. Georgiou, “A wireless architecture for distributed sensing/actuation and pre-processing with microsecond synchronization,” in Information Sciences and Systems (CISS), 2011 45th Annual Conference on, March 2011, pp. 1–6.

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Characterising stimulus-specific adaptation using a multi-layer field model

Robert Mill, Martin Coath, Thomas Wennekers, Susan L. Denham, 2011 Brain Research, Available online 1 September 2011, ISSN 0006-8993, 10.1016/j.brainres.2011.08.063. (http://www.sciencedirect.com/science/article/pii/S0006899311015915)

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A Neurocomputational Model of Stimulus-Specific Adaptation to Oddball and Markov Sequences

Mill R, Coath M, Wennekers T, Denham SL, 2011 A Neurocomputational Model of Stimulus-Specific Adaptation to Oddball and Markov Sequences. PLoS Comput Biol 7(8): e1002117. doi:10.1371/journal.pcbi.1002117

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Modelling object perception in cortex using hierarchical Bayesian networks and belief propagation

Salvador Dura-Bernal, Thomas Wennekers, Susan L. Denham (2011). 45th International Conference on Information Sciences and Systems, Johns Hopkins University, USA, 23-25 March 2011.

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CHAINS: Competition and Cooperation between Fragmentary Event Predictors in a Model of Auditory Scene Analysis

Robert Mill, Tamás Bőhm, Alexandra Bendixen, István Winkler, and Susan L. Denham (2011)., 45th International Conference on Information Sciences and Systems, Johns Hopkins University, USA, 23-25 March 2011.

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A Combinational Digital Logic Approach to STDP

Andrew Cassidy, Andreas G. Andreou and Julius Georgiou, IEEE International Symposium on Circuits and Systems, 2011. ISCAS 2011

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Computationally Efficient Classification of Human Transport Mode Using Micro-Doppler Signatures

Guillaume Garreau, Nicoletta Nicolaou, Charalambos Andreou, Cyrille D'Urbal, Guillermo Stuarts and Julius Georgiou. 45th Annual Conference on Information Sciences and Systems, CISS, Mar 23-25, 2011, Baltimore, USA

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Evaluating On-Chip Interconnects for Low Operating Frequency Silicon Neuron Arrays

Andrew Cassidy, Thomas Murray, Andreas G. Andreou and Julius Georgiou. IEEE International Symposium on Circuits and Systems, 2011. ISCAS 2011.

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Preventing distraction: assessing stimulus-specific and general effects of the predictive cueing of deviant auditory events

Horváth, J., Sussman, E., Winkler, I., & Schröger, E. (2011, in press) Biological Psychology.

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A Model of Stimulus-Specific Adaptation in Neuromorphic aVLSI

by Robert Mill, Sadique Sheik, Giacomo Indiveri and Susan L. Denham. BioCAS Proceedings 2010.

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A Device Mismatch Compensation Method for VLSI Neural Networks

Emre Neftci and Giacomo Indiveri, IEEE BioCAS2010, 262-265, 2010.

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Regular patterns stabilize auditory streams

by Alexandra Bendixen, Susan L. Denham, Kinga Gyimesi and Istvan Winkler. Journal of the Acoustical Society of America (JASA), Vol. 128 (6), December 2010. Copyright © 2010, Acoustical Society of America http://link.aip.org/link/?JAS/128/3658

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Abstract Stimulus-Specific Adaptation Models

by Robert Mill, Martin Coath, Thomas Wennekers and Susan L. Denham Neural Computation 23, 435-476. 2011.

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State-Dependent Sensory Processing in Networks of VLSI Spiking Neurons

E. Neftci, E. Chicca, M. Cook, G. Indiveri and R. Douglas. IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010. 2789-2792, 2010

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Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation

by M. Beyeler, F. Stefanini, H. Proske, G. Galizia and E. Chicca. IEEE Biomedical Circuits and Systems Conference (BioCAS10), 2010

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A cascade autocorrelation model of pitch perception

Ballaguer-Ballester, E., Denham, S.L., Meddis, R. (2008). J. Acoust. Soc. Am., 124(4), 2186-2195

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Modelling Visual Neglect: Computational Insights into Conscious Perception

by Linda J. Lanyon and Susan L. Denham Published by PLoS ONE

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Stability of perceptual organisation in auditory streaming

Denham, S.L., Gymesi, K., Stefanics, G., Winkler, I. (2009). In Lopez-Poveda, E.A., Palmer, A.R., Meddis, R. (ed.s) 'The Neurophysiological Bases of Auditory Perception', Springer, 477-488.

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Microcircuits-their structure, dynamics and role for brain function

Cutsuridis V, Wennekers T, Graham BP, Vida I, Taylor JG. (2009). Neural Netw. 2009 Oct;22(8):1037-8.

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Modeling the auditory scene: predictive regularity representations and perceptual objects

Istvan Winkler, Susan L. Denham and Israel Nelken (2009). Trends in Cognitive Sciences, October, doi:10.1016/j.tics.2009.09.003.

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Auditory size-deviant detection in adults and newborn infants

Martin D Vestergaard and Gábor P Háden and Yury Shtyrov and Roy D Patterson and Friedemann Pulvermüller and Sue L Denham and István Sziller and István Winkler. (2009) Biological Psychology. DOI:10.1016/j.biopsycho.2009.07.004

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Syntactic Sequencing in Hebbian Cell Assemblies

Thomas Wennekers and Günther Palm (2009) Cognitive Neurodynamics. DOI: 10.1007/s11571-009-9095-z

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'I Heard That Coming': Event-Related Potential Evidence for Stimulus-Driven Prediction in the Auditory System

Alexandra Bendixen and Erich Schröger and István Winkler (2009) Journal of Neuroscience, Vol. 29, pp8447-8451.

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An auditory model for the detection of perceptual onsets and beat tracking in singing.

Coath, M., Denham, S.L., Smith, L.M., Honing, H., Hazan, A., Holonowicz, P., Purwins, H. (2009). Connection Science, 21:2, 193-205

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Understanding pitch perception as a hierarchical process with top-down modulation

Emili Balaguer-Ballester, Nicholas R Clark, Martin Coath, Katrin Krumbholz and Susan L Denham (2009). PLoS Comput Biol Vol. 5 e1000301

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Recruitment and Consolidation of Cell Assemblies for Words by Way of Hebbian Learning and Competition in a Multi-Layer Neural Network

Garagnani, M. and Wennekers, T. and Pulvermuller, F. (2009) Cognitive Computation 1, 160-176; DOI 10.1007/s12559-009-9011-1.

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Frequency difference limens of pure tones and harmonics within complex stimuli in Mongolian gerbils and humans

Astrid Klinge and Georg M. Klump. (2009) Journal of the Acoustical Society of America, Volume 125, Issue 1, pp. 304-314

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On the Natural Hierarchical Composition of Cliques in Cell Assemblies

Thomas Wennekers (2009). Cognitive Computation Vol 1, pp.128-138.

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An auditory model for the detection of perceptual onsets and beat tracking in singing.

Martin Coath; Susan L. Denham; Leigh M. Smith; Henkjan Honing; Amaury Hazan; Piotr Holonowicz; Hendrik Purwins. In proceedings, Neural Information Processing Systems (NIPS) Conference 2007.

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