Articles
Dobric D, Pech A, Ghita B & Wennekers T (2022) 'On the Importance of the Newborn Stage When Learning Patterns with the Spatial Pooler' SN Computer Science 3, (2) ,
DOI Open access
Pulvermüller F, Tomasello R, Henningsen-Schomers MR & Wennekers T (2021) 'Biological constraints on neural network models of cognitive function' Nature Reviews Neuroscience 22, (8) 488-502 ,
DOI Open access
Dobric D, Pech A, Ghita B & Wennekers T (2020) 'Scaling the HTM Spatial Pooler' International Journal of Artificial Intelligence and Applications 11, (4) 83-100 ,
DOI Open access
Wimmer M, Dome L, Hancock P & Wennekers T (2019) 'Is the letter cancellation task a suitable index of ego-depletion? Empirical and conceptual issues' Social Psychology ,
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Tomasello R, Wennekers T, Garagnani M & Pulvermueller F (2019) 'Visual cortex recruitment during language processing in blind individuals is explained by Hebbian learning' Scientific Reports 9, Author Site ,
DOI Open access
Tomasello R, Garagnani M, Wennekers T & Pulvermueller F (2018) 'A Neurobiologically Constrained Cortex Model of Semantic Grounding With Spiking Neurons and Brain-Like Connectivity' Frontiers in Computational Neuroscience 12, Author Site ,
DOI Open access
Hernández García D, Adams S, Rast A, Wennekers T, Furber S & Cangelosi A (2018) 'Visual attention and object naming in humanoid robots using a bio-inspired spiking neural network' Robotics and Autonomous Systems 104, 56-71 ,
DOI Open access
Emmett MH, wennekers T & denham S (2017) 'ConversationPiece II: Displaced and Rehacked' AVANT. Trends in Interdisciplinary Studies ,
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Kajic I, Gosmann J, Stewart TC, Wennekers T & Eliasmith C (2017) 'A Spiking Neuron Model of Word Associations for the Remote Associates Test' Frontiers in Psychology 8, ,
DOI Open access
Garagnani M, Lucchese G, Tomasello R, Wennekers T & Pulvermüller F (2017) 'A Spiking Neurocomputational Model of High-Frequency Oscillatory Brain Responses to Words and Pseudowords' Frontiers in Computational Neuroscience 10, ,
DOI Open access
Fletcher JM & Wennekers T (2017) 'From Structure to Activity: Using Centrality Measures to Predict Neuronal Activity' International Journal of Neural Systems 0-0 ,
DOI Open access
Tomasello R, Garagnani M, Wennekers T & Pulvermüller F (2016) 'Brain connections of words, perceptions and actions: A neurobiological model of spatio-temporal semantic activation in the human cortex' Neuropsychologia ,
DOI Open access
Kajic I & Wennekers T (2015) 'A Hebbian cell assembly based neural field model for the remote associate task and creative search' BMC Neuroscience 16, (S1) ,
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Klein M, Cangelosi A & Wennekers T (2015) 'What must come down goes up - the effect of noise on weights in spike-timing-dependent plasticity' BMC Neuroscience 16, (S1) ,
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Pulvermüller F, Garagnani M & Wennekers T (2014) 'Thinking in circuits: toward neurobiological explanation in cognitive neuroscience' Biol Cybern 108, (5) 573-593 Author Site ,
DOI Open access
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 Open access
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 ,
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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 ,
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Basalyga G, Montemurro MA & Wennekers T (2013) 'Information coding in a laminar computational model of cat primary visual cortex' J Comput Neurosci 34, (2) 273-283 Author Site ,
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Mill R, Coath M, Wennekers T & Denham SL (2013) 'Abstract stimulus-specific adaptation models' Neural Comput 23, (2) 435-476 Author Site ,
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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 Open access
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 Open access
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 Open access
Wennekers T (2012) 'Special issue on computational neuroscience' J Neurosci Methods 210, (1) 1-2 Author Site ,
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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 ,
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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 ,
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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 ,
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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 ,
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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 Open access
Olbrich E, Achermann P & Wennekers T (2011) 'The sleeping brain as a complex system' PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES 369, (1952) 3697-3707 Author Site ,
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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 ,
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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 Open access
Basalyga G, Montemurro M & Wennekers T (2011) 'Phase-of-firing information coding in laminar cortical architecture' BMC Neuroscience 12, (S1) ,
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Basalyga G, Gleiser PM & Wennekers T (2011) 'Emergence of small-world structure in networks of spiking neurons through STDP plasticity' Adv Exp Med Biol 718, 33-39 Author Site ,
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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 ,
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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 ,
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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 ,
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Wennekers T & Palm G (2009) 'Syntactic sequencing in Hebbian cell assemblies' Cogn Neurodyn 3, (4) 429-441 Author Site ,
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Cutsuridis V, Wennekers T, Graham BP, Vida I & Taylor JG (2009) 'Microcircuits--their structure, dynamics and role for brain function' Neural Netw 22, (8) 1037-1038 Author Site ,
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Cutsuridis V & Wennekers T (2009) 'Hippocampus, microcircuits and associative memory' Neural Netw 22, (8) 1120-1128 Author Site ,
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Symes A & Wennekers T (2009) 'Spatiotemporal dynamics in the cortical microcircuit: a modelling study of primary visual cortex layer 2/3' Neural Netw 22, (8) 1079-1092 Author Site ,
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Olbrich E & Wennekers T (2009) 'Distinguishing brain oscillations – understanding differences in topography, frequency, and incidence by a simple modeling framework' BMC Neuroscience 10, (S1) ,
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Dura S, Wennekers T & Denham S (2009) 'Feedback in a hierarchical model of object recognition in cortex' BMC Neuroscience 10, (S1) ,
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Wennekers T (2009) 'Formal concepts expressed by compositional hierarchical Hebbian cell assemblies' BMC Neuroscience 10, (S1) ,
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Basalyga G & Wennekers T (2009) 'Large-scale computational model of cat primary visual cortex' BMC Neuroscience 10, (S1) ,
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Garagnani M, Wennekers T & Pulvermüller F (2009) 'Recruitment and Consolidation of Cell Assemblies for Words by Way of Hebbian Learning and Competition in a Multi-Layer Neural Network' Cognit Comput 1, (2) 160-176 Author Site ,
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Olbrich E & Wennekers T (2008) 'Multichannel analysis of neural oscillations in a simple model network – towards a better understanding of the spatiotemporal structure of brain oscillations' BMC Neuroscience 9, (S1) ,
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Wennekers T (2008) 'Tuned solutions in dynamic neural fields as building blocks for extended EEG models' Cogn Neurodyn 2, (2) 137-146 Author Site ,
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Garagnani M, Wennekers T & Pulvermüller F (2008) 'A neuroanatomically grounded Hebbian-learning model of attention-language interactions in the human brain' Eur J Neurosci 27, (2) 492-513 Author Site ,
DOI Open access
Wennekers T (2007) 'A cell assembly model for complex behaviour' Neurocomputing 70, (10-12) 1988-1992
Garagnani M, Wennekers T & Pulvermuller F (2007) 'A neuronal model of the language cortex' Neurocomputing 70, (10-12) 1914-1919
Andras P & Wennekers T (2007) 'Cortical activity pattern computation' Biosystems 87, (2-3) 179-185
Andras P & Wennekers T (2007) 'Cortical Activity Pattern Computation' BioSystems 87, 179-185
Olbrich E & Wennekers T (2007) 'Dynamics of parameters of neurophysiological models from phenomenological EEG modeling' Neurocomputing 70, (10-12) 1848-1852
Wennekers T, Ay N & Andras P (2007) 'High-resolution multiple-unit EEG in cat auditory cortex reveals large spatio-temporal stochastic interactions' Biosystems 89, (1-3) 190-197
Wennekers T & Ay N (2006) 'A temporal learning rule in recurrent systems supports high spatio-temporal stochastic interactions' Neurocomputing 69, (10-12) 1199-1202
Wennekers T, Garagnani M & Pulvermuller F (2006) 'Language models based on Hebbian cell assemblies' Journal of Physiology-Paris 100, (1-3) 16-30
Wennekers T, Garagnani M & Pulvermueller F (2006) 'Language models based on Hebbian cell assemblies' JOURNAL OF PHYSIOLOGY-PARIS 100, (1-3) 16-30 Author Site ,
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Wennekers T & Ay N (2005) 'Finite state automata resulting from temporal information maximization and a temporal learning rule' Neural Computation 17, (10) 2258-2290
Wennekers T & Ay N (2005) 'Stochastic interaction in associative nets' Neurocomputing 65, 387-392
Sommer FT & Wennekers T (2005) 'Synfire chains with conductance-based neurons: internal timing and coordination with timed input' Neurocomputing 65, 449-454
Wennekers T (2004) 'Separation of spatio-temporal receptive fields into sums of Gaussian components' Journal of Computational Neuroscience 16, (1) 27-38
Wennekers T & Suder K (2004) 'Fitting of spatio-temporal receptive fields by sums of Gaussian components' Neurocomputing 58-60, 929-934
Wennekers T, Sommer F & Aertsen A (2003) 'Editorial: Cell assemblies' Theory in Biosciences 122, (1) 1-4 ,
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Ay N & Wennekers T (2003) 'Dynamical properties of strongly interacting Markov chains' Neural Networks 16, (10) 1483-1497
Sommer FT & Wennekers T (2003) 'Models of distributed associative memory networks in the brain' Theory in Biosciences 122, (1) 55-69
Hutt A, Bestehorn M & Wennekers T (2003) 'Pattern formation in intracortical neuronal fields' Network-Computation in Neural Systems 14, (2) 351-368
Wennekers T & Ay N (2003) 'Spatial and temporal stochastic interaction in neuronal assemblies' Theory in Biosciences 122, (1) 5-18
Wennekers T, Sommer F & Aertsen A (2003) 'Theories in bioscience - Editorial: Cell assemblies' Theory in Biosciences 122, (1) 1-4
Ay N & Wennekers T (2003) 'Temporal infomax leads to almost deterministic dynamical systems' Neurocomputing 52-4, 461-466
Wennekers T & Ay N (2003) 'Temporal Infomax on Markov chains with input leads to finite state automata' Neurocomputing 52-4, 431-436
WENNEKERS T (2003) 'Editorial: Cell Assemblies' Theory in Biosciences 122, (1) 1-4 ,
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Sommer FT & Wennekers T (2003) 'Models of distributed associative memory networks in the brain' Theory in Biosciences 122, (1) 55-69 ,
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Wennekers T & Ay N (2003) 'Spatial and temporal stochastic interaction in neuronal assemblies' Theory in Biosciences 122, (1) 5-18 ,
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Wennekers T (2002) 'Dynamic approximation of spatiotemporal receptive fields in nonlinear neural field models' Neural Computation 14, (8) 1801-1825
Knoblauch A, Wennekers T & Sommer FT (2002) 'Is voltage-dependent synaptic transmission in NMDA receptors a robust mechanism for working memory?' Neurocomputing 44, 19-24
Wennekers T (2002) 'Nonlinear analysis of spatio-temporal receptive fields: I. Dynamic approximation method' Neurocomputing 44, 201-206
Wennekers T (2002) 'Nonlinear analysis of spatio-temporal receptive fields: II. Dynamic properties of V1 simple cells' Neurocomputing 44, 207-212
Wennekers T (2002) 'Nonlinear analysis of spatio-temporal receptive fields: III. RF-reconstruction from mean-field approximations' Neurocomputing 44, 213-218
Wennekers T (2002) 'Nonlinear analysis of spatio-temporal receptive fields: IV. Generic tuning properties for rectifying rate-functions' Neurocomputing 44, 219-223
Suder K, Funke K, Zhao YQ, Kerscher N, Wennekers T & Worgotter F (2002) 'Spatial dynamics of receptive fields in cat primary visual cortex related to the temporal structure of thalamocortical feedforward activity - Experiments and models' Experimental Brain Research 144, (4) 430-444
Wennekers T (2002) 'Nonlinear analysis of simple cell tuning in visual cortex' Artificial Neural Networks - Icann 2002 2415, 63-68
Sommer FT & Wennekers T (2001) 'Associative memory in a pair of cortical cell groups with reciprocal projections' Neurocomputing 38, 1575-1580
Sommer FT & Wennekers T (2001) 'Associative memory in networks of spiking neurons' Neural Networks 14, (6-7) 825-834
Wennekers T & Pasemann F (2001) 'Generalized types of synchronization in networks of spiking neurons' Neurocomputing 38, 1037-1042
Suder K, Worgotter F & Wennekers T (2001) 'Neural field model of receptive field restructuring in primary visual cortex' Neural Computation 13, (1) 139-159
Wennekers T (2001) 'Nonlinear analysis of orientation tuning: Stationary properties of simple cells in V1' Neurocomputing 38, 439-444
Wennekers T (2001) 'Orientation tuning properties of simple cells in area V1 derived from an approximate analysis of nonlinear neural field models' Neural Computation 13, (8) 1721-1747
Pasemann F & Wennekers T (2000) 'Generalized and partial synchronization of coupled neural networks' Network 11, (1) 41-61 Author Site
Sommer FT & Wennekers T (2000) 'Modelling studies on the computational function of fast temporal structure in cortical circuit activity' J Physiol Paris 94, (5-6) 473-488 Author Site ,
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Pasemann F & Wennekers T (1999) 'Complete synchronization in coupled neuromodules of different types' THEORY IN BIOSCIENCES 118, (3-4) 267-283 Author Site
Wennekers T & Sommer FT (1999) 'Gamma-oscillations support optimal retrieval in associative memories of two-compartment neurons' NEUROCOMPUTING 26-7, 573-578 Author Site ,
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Wennekers T & Palm G (1999) 'How imprecise is neuronal synchronization?' NEUROCOMPUTING 26-7, 579-585 Author Site ,
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Palm G & Wennekers T (1997) 'Synchronicity and its use in the brain' BEHAVIORAL AND BRAIN SCIENCES 20, (4) 695-+ Author Site ,
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Wennekers T & Pasemann F (1996) 'Synchronous chaos in high-dimensional modular neural networks' INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 6, (11) 2055-2067 Author Site ,
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Bibbig A, Wennekers T & Palm G (1996) 'A neural-network model of the cortico-hippocampal interplay: Contexts and generalization' ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 9, (2) 145-151 Author Site ,
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Bibbig A, Wennekers T & Palm G (1995) 'A neural network model of the cortico-hippocampal interplay and the representation of contexts' Behav Brain Res 66, (1-2) 169-175 Author Site ,
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WENNEKERS T & GIERSCH C (1991) 'SENSITIVITY ANALYSIS OF A SIMPLE-MODEL FOOD-CHAIN' ECOLOGICAL MODELLING 54, (3-4) 265-276 Author Site ,
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Wennekers T 'On the Natural Hierarchical Composition of Cliques in Cell Assemblies' Journal of Cognitive Neurodynamics 1, 128-138 ,
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Wennekers T & Cangelosi A 'Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach' IEEE Transactions on Neural Networks and Learning Systems ,
DOI Open access