Professor Sue Denham
Profiles

Professor Sue Denham

Professor

School of Psychology (Faculty of Health and Human Sciences)

Role

Professor in Cognitive and Computational Neuroscience

Qualifications

1995, Ph.D. in Computing, University of Plymouth, Neural Models of Subcortical Auditory Processing

1995, SEDA Teaching in Higher Education

1992, B.Sc. Honours in Computer Science (with distinction), University of South Africa

1980, B.Sc. in Physics (with distinction), University of South Africa

Teaching interests

Neurobiology and Modelling of the Auditory System, Biological Psychology, Brain-inspired Cognitive Systems, Foundations of Theoretical Neuroscience, Sensors and Sensor Systems, Machine Learning, Knowledge Engineering, Artificial Intelligence, Programming for Artificial Intelligence

Programme management:

1997-2000, MSc in Computational Intelligence

1994-1997, MSc in Intelligent Systems

Research interests

Sounds provide us with useful information about our environment which complements that provided by other senses. The sound world is essentially transparent; we can perceive many different sounds simultaneously, and from any direction. Sounds are easy to generate and manipulate, and so provide an excellent means for communication. However, it is the very aspects which make sounds useful that pose difficult problems for auditory processing. How does the auditory system disentangle signals from different sound sources? How does the brain form representations which allow it to link intermittent sounds from the same source through time? How does it deal with ambiguity? And how are our expectations molded both by previous experience and the current listening context? The aims of my research are to understand auditory cognition using perceptual experiments and computational models, and to apply this understanding in the development of computationally efficient implementations for practical technological applications, and in the creation of novel devices.

Research degrees awarded to supervised students

 

PhD:

  • Banavas GN (2000). 'Prognosis - Historical pattern matching for economic forecasting and trading'.
  • Khurshid A (2002). 'Pitch estimation for noisy speech'.
  • Packham ISJ (2004). 'An interactive visualisation system for engineering design using evolutionary computing'.
  • Lanyon LJ (2005). 'A biased competition computational model of spatial and object-based attention mediating active visual search'.
  • Coath M (2006). 'A computational model of auditory feature extraction and sound classification'.
  • Turner H (2007). 'The evolution of language universals: Optimal design and adaptation'.
  • Jiang B (2010). 'A biophysical model of the role of the outer hair cell in cochlear nonlinearity'
  • Dura Bernal S (2010). 'A cortical model of object perception based on Bayesian networks and belief propagation'.
  • Davies LA (2011). 'Encoding strategies and mechanisms underpinning adaptation to stimulus statistics in the rat barrel cortex'.
  • Tyagi V (2017). 'The Risky side of Creativity: A Scientific Investigation of Creativity and Domain Specific Risk Taking'
  • Mihaela Taranu (2018). 'Commonalities and differences in visual and auditory perceptual multistability'.

Grants & contracts

  • Denham S (Coordinator + 26 others, Plymouth University), 23 international parners (2013-2017). EU FP7 Marie Curie Initial Training Network (FP7-PEOPLE-2013-ITN-IDP 604764; €4.1m) "CogNovo: Cognitive Innovation". 
  • Denham SL, Andringa T. Auditory Cognition Summer School, EUCogIII 15,000 euro 
  • Cangelosi PI and project coordinator, Wennekers and Denham Co-I, S. Furber (Manchester), F. Pulvermuller (MRC Cambridge and Free University Berlin). With ARM, HONDA HRI and TMSUK Japan as industrial advisors. UK EPSRC-BBSRC, £1,600,000 (£1,200.000 at Plymouth) “BABEL: Bio-inspired Architecture for Brain Embodied Language” (2012-15). 
  • Denham SL, Wennekers T, Winkler I, Indiveri G, Klump G, Andreou A, Giorgiou J. acoustic SCene ANalysis for Detecting Living Entities (SCANDLE); 2009-2012. Cognitive Systems (FP7-ICT-231168), 2,650,000 euro.
  • Crow F, Prior D, Hanscomb L, Denham SL, Watts G, Jouan S. Tranquility is a state of mind; Wellcome Trust’s Engaging Science grants, July 2008 (£30,000).
  • Denham SL, Denham MJ, Miranda ER, Deco G, Serra X, Winkler I, Honing H (2005-2008). 'Emergent Cognition through Active Perception'. Oct 2005-Sept 2008. IST-FET Open (FP6-013123), 1,948,000 euro.
  • Denham MJ (PI), Denham SL, Dudek P, Furber S, Hausser M, Panzeri S, Roth AE, Schnupp JW, Thomson AM, van Rossum M, Wennekers,T, Willshaw DJ (2005-2010). ‘A novel computing architecture for cognitive systems based on the laminar microcircuitry of the neocortex’, EPSRC, £1,812,000.
  • Braun J, Denham SL, Del Guidice P, Deco G, Indeveri G, Fusi S (2002-2005). ‘Attend-to-learn and learn-to-attend with neuromorphic, analogue VLSI, European Commission, Information Societies Technologies Programme, IST-FET Open (RTD), 2,277,158 euro.
  • Denham SL (2000-2001). 'Modelling the recognition of complex sounds', Research Fellowship, The Leverhulme Trust, £16,836.
  • Evans EH, Worsfold PJ, McCabe SL (1997-1999). 'Improved Elemental Assay using Atomic Spectroscopy’. £ 98,919.

Research groups

  • Centre for Research in Brain, Cognition and Behaviour (CBCB)
  • Brain
  • Computer Science and Informatics
  • Theoretical & Computational Neuroscience

Key publications are highlighted

Journals
Articles
Taranu M, Wimmer MC, Ross J, Farkas D, van Ee R, Winkler I & Denham SL 2019 'Children’s perception of visual and auditory ambiguity and its link to executive functions and creativity' Journal of Experimental Child Psychology 184, 123-138 , DOI PEARL
Singh RK, Xu Y, Wang R, Hamilton TJ, Denham SL & van Schaik A 2019 'CAR-Lite: A Multi-Rate Cochlear Model on FPGA for Spike-Based Sound Encoding' IEEE Transactions on Circuits and Systems I: Regular Papers 66, (5) 1805-1817 , DOI
Tyagi V, Hanoch Y, Choma B & Denham SL 2018 'The ‘Right’ Side of Creativity: Creative Personality and Social Risk-Taking Predict Political Party Affiliation' Creativity Research Journal 1-10 , DOI PEARL
Denham SL, Farkas D, van Ee R, Taranu M, Kocsis Z, Wimmer M, Carmel D & Winkler I 2018 'Similar but separate systems underlie perceptual bistability in vision and audition' Nature Scientific Reports PEARL
Denham SL & Winkler I 2018 'Predictive coding in auditory perception: challenges and unresolved questions' European Journal of Neuroscience , DOI PEARL
Melidis C, Denham SL & Hyland ME 2017 'A test of the adaptive network explanation of functional disorders using a machine learning analysis of symptoms' BioSystems 165, 22-30 Author Site , DOI PEARL
Farkas D, Denham SL & Winkler I 2017 'Functional brain networks underlying idiosyncratic switching patterns in multi-stable auditory perception' Neuropsychologia Author Site , DOI PEARL
Punt M, Denham S & Denham SE 2017 'Cognitive Innovation, Irony and Collaboration' Avant: Journal of Philosophical-Interdisciplinary Vanguard PEARL
Loesche F & Lucznik K 2017 'Our GIFT to All of Us: GA(Y)AM: Preface' AVANT. The Journal of the Philosophical-Interdisciplinary Vanguard VIII, (Special) 13-16 , DOI PEARL
Emmett MH, wennekers T & denham S 2017 'ConversationPiece II: Displaced and Rehacked' AVANT. Trends in Interdisciplinary Studies , DOI PEARL
Punt M & Denham S 2017 'Cognitive Innovation: A View From The Bridge' Leonardo PEARL
Tyagi V, Hanoch Y, Hall SD, Runco M & Denham SL 2017 'The Risky Side of Creativity: Domain Specific Risk Taking in Creative Individuals' Frontiers in Psychology 8, , DOI PEARL
Kondo HM, Farkas D, Denham SL, Asai T & Winkler I 2017 'Auditory multistability and neurotransmitter concentrations in the human brain' Philosophical Transactions of the Royal Society B: Biological Sciences 372, (1714) 20160110-20160110 , DOI PEARL
Szabó BT, Denham SL & Winkler I 2016 'Computational Models of Auditory Scene Analysis: A Review' Frontiers in Neuroscience 10, , DOI PEARL
Farkas D, Denham SL, Bendixen A, Tóth D, Kondo HM & Winkler I 2016 'Auditory Multi-Stability: Idiosyncratic Perceptual Switching Patterns, Executive Functions and Personality Traits' PLOS ONE 11, (5) e0154810-e0154810 , DOI PEARL
Farkas D, Denham SL, Bendixen A & Winkler I 2016 'Assessing the validity of subjective reports in the auditory streaming paradigm' JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 139, (4) 1762-1772 Author Site , DOI PEARL
Denham SL, Coath M, Háden GP, Murray F & Winkler I 2016 'Relative Pitch Perception and the Detection of Deviant Tone Patterns' 409-417 , DOI PEARL
Gummerum M & Denham S 2014 'Cognitive Innovation: From Cell to Society' Europe’s Journal of Psychology 10, (4) 586-588 , DOI
Schroeger E, Bendixen A, Denham SL, Mill RW, Bohm TM & Winkler I 2014 'Predictive Regularity Representations in Violation Detection and Auditory Stream Segregation: From Conceptual to Computational Models' BRAIN TOPOGRAPHY 27, (4) 565-577 Author Site , DOI PEARL
Denham S 2014 'Marie Meets Leonardo: A Perfect Match?' Leonardo 47, (3) 202-202 , DOI
Rumbell T, Denham SL & Wennekers T 2014 'A Spiking Self-Organising Map Combining STDP, Oscillations and Continuous Learning' IEEE Transactions on neural networks and learning systems 25, (5) 894-907 , DOI PEARL
Szalárdy O, Bendixen A, Böhm TM, Davies LA, Denham SL & Winkler I 2014 'The effects of rhythm and melody on auditory stream segregation' J Acoust Soc Am 135, (3) 1392-1405 Author Site , DOI PEARL
Deike S, Denham SL & Sussman ES 2014 'Corrigendum: Probing auditory scene analysis' Front Neurosci 8, Author Site , DOI PEARL
Shestopalova L, Bohm TM, Bendixen A, Andreou AG, Georgiou J, Garreau G, Hajdu B, Denham SL & Winkler I 2014 'Do audio-visual motion cues promote segregation of auditory streams?' Front Neurosci 8, Author Site , DOI PEARL
Bendixen A, Denham SL & Winkler I 2014 'Feature Predictability Flexibly Supports Auditory Stream Segregation or Integration' ACTA ACUSTICA UNITED WITH ACUSTICA 100, (5) 888-899 Author Site , DOI
Deike S, Denham SL & Sussman E 2014 'Probing auditory scene analysis' Front Neurosci 8, Author Site , DOI PEARL
Denham S, Bõhm TM, Bendixen A, Szalárdy O, Kocsis Z, Mill R & Winkler I 2014 'Stable individual characteristics in the perception of multiple embedded patterns in multistable auditory stimuli' Front Neurosci 8, Author Site , DOI PEARL
Dura-Bernal S, Garreau G, Georgiou J, Andreou AG, Denham SL & Wennekers T 2013 'MULTIMODAL INTEGRATION OF MICRO-DOPPLER SONAR AND AUDITORY SIGNALS FOR BEHAVIOR CLASSIFICATION WITH CONVOLUTIONAL NETWORKS' INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 23, (5) Author Site , DOI
Adams SV, Wennekers T, Denham S & Culverhouse PF 2013 'Adaptive training of cortical feature maps for a robot sensorimotor controller' Neural Netw 44, 6-21 Author Site , DOI
Denham SL, Gyimesi K, Stefanics G & Winkler I 2013 'Perceptual bistability in auditory streaming: How much do stimulus features matter?' Learning & Perception 5, (Supplement 2) 73-100 , DOI
Bohm TM, Shestopalova L, Bendixen A, Andreou AG, Georgiou J, Garreau G, Pouliquen P, Cassidy A, Denham SL 2013 'The role of perceived source location in auditory stream segregation: Separation affects sound organization, common fate does not' Learning & Perception 5, (Supplement 2) 55-72 , DOI
Mill RW, Bohm TM, Bendixen A, Winkler I & Denham SL 2013 'Modelling the Emergence and Dynamics of Perceptual Organisation in Auditory Streaming' PLOS COMPUTATIONAL BIOLOGY 9, (3) Author Site , DOI PEARL
Mill R, Coath M, Wennekers T & Denham SL 2013 'Abstract stimulus-specific adaptation models' Neural Comput 23, (2) 435-476 Author Site , DOI
Coath M, Sheik S, Chicca E, Indiveri G, Denham SL & Wennekers T 2013 'A robust sound perception model suitable for neuromorphic implementation' Front Neurosci 7, Author Site , DOI PEARL
Dura-Bernal S, Wennekers T & Denham SL 2012 'Top-Down Feedback in an HMAX-Like Cortical Model of Object Perception Based on Hierarchical Bayesian Networks and Belief Propagation' PLOS ONE 7, (11) Author Site , DOI PEARL
Humble J, Denham S & Wennekers T 2012 'Spatio-temporal pattern recognizers using spiking neurons and spike-timing-dependent plasticity' Front Comput Neurosci 6, Author Site , DOI PEARL
Denham S, Bendixen A, Mill R, Tóth D, Wennekers T, Coath M, Bohm T, Szalardy O & Winkler I 2012 'Characterising switching behaviour in perceptual multi-stability' J Neurosci Methods 210, (1) 79-92 Author Site , DOI
Davies LA, Garcia-Lazaro JA, Schnupp JWH, Wennekers T & Denham SL 2012 'Tell me something interesting: context dependent adaptation in somatosensory cortex' J Neurosci Methods 210, (1) 35-48 Author Site , DOI
Rumbell T, Barnden J, Denham S & Wennekers T 2012 'Emotions in autonomous agents: comparative analysis of mechanisms and functions' AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS 25, (1) 1-45 Author Site , DOI
Winkler I, Denham SL, Mill R, Bohm TM & Bendixen A 2012 'Multistability in auditory stream segregation: A predictive coding view' Proc. Royal Soc. B Biol Sci. 367, 1001-1012 , DOI
Winkler I, Denham SL, Mill R, Bohm TM & Bendixen A 2012 'Multistability in auditory stream segregation: A predictive coding view' Proc. Royal Soc. B Biol Sci. 367, 1001-1012 , DOI
Mill R, Coath M, Wennekers T & Denham SL 2012 'Characterising stimulus-specific adaptation using a multi-layer field model' Brain Res 1434, 178-188 Author Site , DOI
Denham SL, Bendixen A, Mill R, Toth D, Wennekers T, Coath M, Bohm TM, Szalardy O & Winkler I 2012 'Characterising Switching Behaviour in Perceptual Multistability' J Neurosci Methods
Bendixen A, Bohm TM, Szalárdy O, Mill R & Denham SL 2012 'Different roles of similarity and predictability in auditory stream segregation' Learning & Perception
Sheik S, Coath M, Indiveri G, Denham SL, Wennekers T & Chicca E 2012 'Emergent Auditory Feature Tuning in a Real-Time Neuromorphic VLSI System' Front Neurosci 6, Author Site , DOI PEARL
Sheik S, Coath M, Indiveri G, Denham SL, Wennekers T & Chicca E 2012 'Emergent auditory feature tuning in a real-time neuromorphic VLSI system' Frontiers in NeuromorphicEngineering 6, , DOI
Szalárdy O, Bendixen A, Tóth D, Denham S & Winkler I 2012 'Modulation-frequency acts as a primary cue for auditory stream segregation' Learning & Perception
Denham SL, Gymesi K, Stefanics G & Winkler I 2012 'Multistability in auditory stream segregation: the role of stimulus features in perceptual organisation' Learning & Perception
Mill R, Sheik S, Indiveri G & Denham SL 2011 'A Model of Stimulus-Specific Adaptation in Neuromorphic Analog VLSI' IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 5, (5) 413-419 Author Site , DOI
Adams SV, Wennekers T, Bugmann G, Denham S & Culverhouse PF 2011 'Application of arachnid prey localisation theory for a robot sensorimotor controller' NEUROCOMPUTING 74, (17) 3335-3342 Author Site , DOI
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) Author Site , DOI PEARL
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) Author Site , DOI
Coath M, Mill R, Denham SL & Wennekers T 2011 'Emergent feature sensitivity in a model of the auditory thalamocortical system' Adv Exp Med Biol 718, 7-17 Author Site , DOI
Humble J, Furber S, Denham SL & Wennekers T 2011 'STDP pattern onset learning depends on background activity' Adv Exp Med Biol 718, 19-31 Author Site , DOI
Dura-Bernal S, Wennekers T & Denham SL 2011 'The role of feedback in a hierarchical model of object perception' Adv Exp Med Biol 718, 165-179 Author Site , DOI
Bendixen A, Denham SL, Gyimesi K & Winkler I 2010 'Regular patterns stabilize auditory streams' JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 128, (6) 3658-3666 Author Site , DOI
Lanyon LJ & Denham SL 2010 'Modelling Visual Neglect: Computational Insights into Conscious Perception' PLOS ONE 5, (6) Author Site , DOI PEARL
Lanyon LJ & Denham SL 2010 'A biased competition computational model of spatial and object-based attention mediating active visual search' Journal of Vision 3, (9) 570-570 , DOI
Winkler I, Denham SL & Nelken I 2009 'Modeling the auditory scene: predictive regularity representations and perceptual objects' TRENDS IN COGNITIVE SCIENCES 13, (12) 532-540 Author Site , DOI
Vestergaard MD, Haden GP, Shtyrov Y, Patterson RD, Pulvermueller F, Denham SL, Sziller I & Winkler I 2009 'Auditory size-deviant detection in adults and newborn infants' BIOLOGICAL PSYCHOLOGY 82, (2) 169-175 Author Site , DOI
Lanyon LJ & Denham SL 2009 'Modelling attention in individual cells leads to a system with realistic saccade behaviours' COGNITIVE NEURODYNAMICS 3, (3) 223-242 Author Site , DOI
Balaguer-Ballester E, Clark NR, Coath M, Krumbholz K & Denham SL 2009 'Understanding pitch perception as a hierarchical process with top-down modulation' PLoS Comput Biol 5, (3) Author Site , DOI PEARL
Coath M, Denham SL, Smith LM, Honing H, Hazan A, Holonowicz P & Purwins H 2009 'Model cortical responses for the detection of perceptual onsets and beat tracking in singing' CONNECTION SCIENCE 21, (2-3) 193-205 Author Site , DOI
Haden GP, Stefanics G, Vestergaard MD, Denham SL, Sziller I & Winkler I 2009 'Timbre-independent extraction of pitch in newborn infants' PSYCHOPHYSIOLOGY 46, (1) 69-74 Author Site , DOI
Denham SL 2009 'Understanding PitchPerception as a Multi-Scale Hierarchical Generative Process' Ballaguer-Ballester, E., Clark,N., Coath, M., Krumbholz, K., Denham, S.L. (2009). 'Understanding PitchPerception as a Multi-Scale Hierarchical Generative Process', PLoS Computational Biology, 1009 Mar; 5(3). e1000301 3, (5)
Balaguer-Ballester E, Denham SL & Meddis R 2008 'A cascade autocorrelation model of pitch perception' J Acoust Soc Am 124, (4) 2186-2195 Author Site , DOI
Coath M, Balaguer-Ballester E, Denham SL & Denham M 2008 'The linearity of emergent spectro-temporal receptive fields in a model of auditory cortex' Biosystems 94, (1-2) 60-67 Author Site , DOI
Balaguer-Ballester E, Coath M & Denham SL 2007 'A model of perceptual segregation based on clustering the time series of the simulated auditory nerve firing probability' Biological Cybernetics 97, (5-6) 479-491
Coath M & Denham SL 2007 'The role of onsets in auditory processing' Biosystems, 89(1-3), 182-189
Coath M & Denham SL 2007 'The role of transients in auditory processing' Biosystems 89, (1-3) 182-189
Denham SL & Winkler I 2006 'The role of predictive models in the formation of auditory streams' Journal of Physiology-Paris 100, (1-3) 154-170
Rafiq MY, Packham ISJ, Easterbrook DJ & Denham SL 2006 'Visualising search and solution spaces in the optimum design of biaxial columns' J. Comp. in Civ. Engrg 20, 88-98
Rafiq MY, Packham ISJ, Easterbrook DJ & Denham SL 2006 'Visualizing search and solution spaces in the optimum design of biaxial columns' Journal of Computing in Civil Engineering 20, (2) 88-98
Lanyon L & Denham S 2005 'A model of object-based attention that guides active visual search to behaviourally relevant locations' Attention and Performance in Computational Vision 3368, 42-56
Denham SL 2005 'Dynamic Iterated Ripple Noise: further evidence for the importance of temporal processing in auditory perception' Biosystems 79(1-3), 199-206
Packham L, Rafiq MY, Borthwick MF & Denham SL 2005 'Interactive visualisation for decision support and evaluation of robustness - in theory and in practice' Advanced Engineering Informatics 19, (4) 263-280 , DOI
Coath M, Brader JM, Fusi S & Denham SL 2005 'Multiple views of the response of an ensemble of spectro-temporal features support concurrent classification of utterance, prosody, sex and speaker identity' Network-Computation in Neural Systems 16, (2-3) 285-300
Denham S 2005 'Pitch detection of dynamic iterated rippled noise by humans and a modified auditory model' Biosystems 79 (1-3), 199-206 , DOI
Coath M & Denham SL 2005 'Robust sound classification through the representation of similarity using response fields derived from stimuli during early experience' Biological Cybernetics 93, (1) 22-30
Lanyon LJ & Denham SL 2004 'A biased competition computational model of spatial and object-based attention mediating active visual search' Neurocomputing 58-60, 655-662
Lanyon LJ & Denham SL 2004 'A model of active visual search with object-based attention guiding scan paths' Neural Networks 17, (5-6) 873-897
Khurshid A & Denham SL 2004 'A Temporal Analysis Based Pitch Estimation System for Noisy Speech with a Comparative Study of Performance of Recent Systems' IEEE Transactions on Neural Networks 15(5),, 1112-1124
Khurshid A & Denham SL 2004 'A temporal-analysis-based pitch estimation system for noisy speech with a comparative study of performance of recent systems' Ieee Transactions on Neural Networks 15, (5) 1112-1124
Griffiths ML, Svozil D, Worsfold P, Denham S & Evans EH 2002 'Variable reduction algorithm for atomic emission spectra: application to multivariate calibration and quantitative analysis of industrial samples' Journal of Analytical Atomic Spectrometry 17, (8) 800-812
Denham SL & Denham MJ 2001 'An investigation into the role of cortical synaptic depression in auditory processing' Emergent Neural Computational Architectures Based on Neuroscience: Towards Neuroscience-Inspired Computing 2036, 494-506
Denham SL 2001 'Cortical synaptic depression and auditory perception' Computational Models of Auditory Function 312, 281-296
Denham SL & Denham MJ 2000 'An investigation into the role of cortical synaptic depression in auditory processing' EUROPEAN JOURNAL OF NEUROSCIENCE 12, 130-130 Author Site
Grifrths ML, Svozil D, Worsfold PJ, Denham S & Evans EH 2000 'Comparison of traditional and multivariate calibration techniques applied to complex matrices using inductively coupled plasma atomic emission spectroscopy' JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY 15, (8) 967-972 Author Site , DOI
Borisyuk R, Denham M, Denham S & Hoppensteadt F 1999 'Computational Models of Predictive and Memory-Related Functions of the Hippocampus' Reviews in the Neurosciences 10, (3-4) , DOI
Chapters
Denham SL, Dura-Bernal S, Balaguer-Ballester E & Coath M 2010 'Neurocomputational models of perceptual organisation' in Winkler I; Czigler I Unconscious memory representations in perception: Processes and mechanisms in the brain 147-178
Denham SL, Gymesi K, Stefanics G & Winkler I 2009 'Stability of perceptual organisation in auditory streaming' in Lopez-Poveda EA; Palmer AR; Meddis R The Neurophysiological Bases of Auditory Perception Springer 477-488
Ballaguer-Ballester E, Clark N, Coath M, Krumbholz K & Denham SL 2009 'Understanding Pitch Perception as a Multi-Scale Hierarchical Generative Process' The Neurophysiological Bases of Auditory Perception Springer 201-210
Lanyon LJ & Denham SL 2005 'A model of spatial & object-based attention for active visual search' in Cangelosi A; Bugmann G; Borisyuk R Modelling Language, Cognition and Action: Proceedings of the 9th Neural Computation & Psychology Workshop World Scientific 239-248
Lanyon LJ & Denham SL 2004 'A model of active visual search with object-based attention guiding scan paths' in Grossberg S; Finkel L; Field D Vision and the Brain: How the brain sees; new approaches to computer vision 873-97
Conference Papers
Singh RK, Xu Y, Wang R, Hamilton TJ, van Schaik A & Denham SL 2018 'CAR-Lite: A Multi-Rate Cochlea Model on FPGA' 2018 IEEE International Symposium on Circuits and Systems (ISCAS) 27/05/2018 30/05/2018 IEEE , DOI
Maranan DS, Loesche F & Denham S 2015 'CogNovo: Cognitive Innovation for Technological, Artistic, and Social Domains' 21st International Symposium on Electronic Art (ISEA2015) Vancouver, BC 14/08/2015 19/08/2015 PEARL
Winkler I, Bohm TM, Mill RW, Bendixen A & Denham SL 2013 'A PREDICTIVE PROCESSING BASED ACCOUNT OF AUDITORY STREAM SEGREGATION' S20-S20
Winkler I, Bohm TM, Mill RW, Bendixen A & Denham SL 2012 'Modeling auditory stream segregation by predictive processes' 2012 IEEE 3rd International Conference on Cognitive Infocommunications (CogInfoCom) 02/12/2012 05/12/2012 IEEE , DOI
Bohm TM, Mill RW, Bendixen A, Winkler I & Denham SL 2012 'Competing predictive regularity representations in an abstract model of auditory stream segregation (CHAINS)' 317-317 , DOI
Balaguer-Ballester E, Bouchachia A, Jiang B & Denham SL 2012 'Neurodynamical Top-Down Processing during Auditory Attention' Springer Berlin Heidelberg 266-273 , DOI
Garreau G, Andreou CM, Andreou AG, Georgiou J, Dura-Bernal S, Wennekers T & Denham S 2011 'Gait-based person and gender recognition using micro-doppler signatures' 2011 IEEE Biomedical Circuits and Systems Conference (BioCAS) 10/11/2011 12/11/2011 IEEE , DOI
Georgiou J, Pouliquen P, Cassidy A, Garreau G, Andreou C, Stuarts G, d'Urbal C, Andreou AG, Denham S 2011 'A multimodal-corpus data collection system for cognitive acoustic scene analysis' 2011 45th Annual Conference on Information Sciences and Systems (CISS) 23/03/2011 25/03/2011 IEEE , DOI
Mill R, Bohm T, Bendixen A, Winkler I & Denham SL 2011 'CHAINS: Competition and cooperation between fragmentary event predictors in a Model of Auditory Scene Analysis' 2011 45th Annual Conference on Information Sciences and Systems (CISS) 23/03/2011 25/03/2011 IEEE , DOI
Dura-Bernal S, Wennekers T & Denham SL 2011 'Modelling object perception in cortex: Hierarchical Bayesian networks and belief propagation' 2011 45th Annual Conference on Information Sciences and Systems (CISS) 23/03/2011 25/03/2011 IEEE , DOI
Dura-Bernal S, Garreau G, Andreou C, Andreou A, Georgiou J, Wennekers T & Denham S 2011 'Human Action Categorization Using Ultrasound Micro-Doppler Signatures' Springer Berlin Heidelberg 18-28 , DOI
Denham S 2010 'SCANDLE: Acoustic scene analysis for detecting living entities'
Mill R, Sheik S, Indiveri G & Denham SL 2010 'A model of stimulus-specific adaptation in neuromorphic a VLSI' 2010 IEEE Biomedical Circuits and Systems Conference (BioCAS) 03/11/2010 05/11/2010 IEEE , DOI
Szalardy O, Bendixen A, Denham SL & Winkler I 2010 'In search for the prerequisites of stable auditory object perception' 302-302 , DOI
Denham SL, Gyimesi K, Stefanics G & Winkler I 2010 'Stability of Perceptual Organisation in Auditory Streaming' 477-+ , DOI
Balaguer-Ballester E, Clark NR, Coath M, Krumbholz K & Denham SL 2010 'Understanding Pitch Perception as a Hierarchical Process with Top-Down Modulation' Springer New York 201-209 , DOI
Cassidy A, Denham S, Kanold P & Andreou A 2007 'FPGA Based Silicon Spiking Neural Array' 2007 IEEE Biomedical Circuits and Systems Conference 27/11/2007 30/11/2007 IEEE , DOI
Lanyon L & Denham S 2005 'A model of spatial and object-based attention for active visual search' Cangelosi A; Bugmann G; Borisyuk R Modelling Language, Cognition and Action: Proceedings of the 9th Neural Computation & Psychology Workshop, Progress in Neural Processing, 16, World Scientific 239-248
Denham SL 2005 'Perception of the direction of frequency sweeps in moving ripple noise stimuli' 317-322 , DOI
Lanyon LJ & Denham SL 2004 'A biased competition computational model of spatial and object-based attention mediating active visual search' 655-662 , DOI
Packham ISJ, Borthwick MF, Rafiq MY & Denham SL 2004 '“Improved Understanding of Rainfall Runoff Modelling using Interactive Visualisation and Evolutionary Computing”' Next generation-intelligent systems in engineering, Proc. 11 EG-ICE Workshop, Weimar, Germany, 96-99
Packham ISJ, Borthwick MF, Rafiq MY & Denham SL 2004 'Improved Understanding of Rainfall Runoff Modelling using Interactive Visualisation and Evolutionary Computing' 11th International Workshop, European Group for Intelligent Computing in Engineering, Weimar, Germany
Packham ISJ, Rafiq MY, Borthwick MF & Denham SL 2004 'Interactive Visualisation for Decision Support and Evaluation of Robustness using Evolutionary Computing' Next generation-intelligent systems in engineering, Proc. 11 EG-ICE Workshop, Weimar, Germany 86-95
Packham ISJ & Denham SL 2003 'Visualisation methods for supporting the exploration of high dimensional problem spaces in engineering design' International Conference on Coordinated and Multiple Views in Exploratory Visualization, Proceedings 2-13
Denham MJ, Denham SL, IEEE, IEEE, IEEE & IEEE 2001 'A synaptic learning rule based on the temporal coincidence of pre- and postsynaptic activity' 1-6
Denham SL & Denham MJ 1999 'Synaptic depression may explain many of the temporal response properties observed in primary auditory cortex: A computational investigation' 296-300
Posters
Loesche F, Torre I, Maranan DS & Denham S Loesche F, Torre I, Maranan DS & Denham S 0 'CogNovo – A Case Study for Cognitive Innovation' 0 0 Author Site PEARL
Other Publications
Banavas GN, Denham S & Denham MJ 0 FAST NONLINEAR DETERMINISTIC FORECASTING OF SEGMENTED STOCK INDICES USING PATTERN MATCHING AND EMBEDDING TECHNIQUES. 0 0

Other academic activities

Section Editor: Springer Encyclopedia of Computational Neuroscience

Frontiers in Neuroscience topic: "Probing auditory scene analysis", host editor

Referee for the following journals and research councils:
  • Journal of the Acoustical Society of America
  • PLoS Computational Biology
  • Perception and Psychophysics
  • Psychophysiology
  • Journal of Experimental Psychology: Human Perception and Performance
  • Speech Communication
  • Hearing Research
  • Brain Research
  • NeuroComputing
  • IEEE Transactions on Biomedical Engineering
  • Neural Networks
  • Network: Computation in Neural System
  • IEEE Transactions on Neural Networks
  • IEEE Audio and Media
  • Neurocomputing
  • BioSystems
  • EPSRC
  • BBSRC
  • ESRC
  • MRC
  • Wellcome
  • US Air force Office of Scientific Research
  • Israeli Science Foundation
  • Dutch National Science Foundation (NWO)
  • Royal Society
  • Research Council for Natural Sciences and Engineering at the Academy of Finland

Links

ResearchGate: https://www.researchgate.net/profile/Susan_Denham/?ev=hdr_xprf