S. Blaes and T. Burwick, "Few-Shot Learning in Deep Networks through Global Prototyping", Neural Networks, 94 (2017) 159-172. Available online: https://doi.org/10.1016/j.neunet.2017.07.001

M. Karimian, D. Dibenedetto, M. Moerel, P. De Weerd, T. Burwick, R. Westra, "Effects of Hebbian learning on networks of Kuramoto phase oscillators with time delay", BMC Neuroscience 2017, 18 (Suppl 1):P291. 

T. Burwick and A. Bouras, "Selective Interareal Synchronization Through Gamma Frequency Differences and Slower-Rhythm Gamma Phase Reset", Neural Computation, 29 (2017) 643–678. 

M. Mundt, S. Blaes, T. Burwick, “Feature Binding in Deep Convolution Networks with Recurrences, Oscillations, and Top-Down Modulated Dynamics”, Proceedings of the 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN'2016), Bruges, Belgium, pages 423 - 428.

T. Burwick and L. Ewig, “Deep Neural Network Analysis of Go Games: Which Stones Motivate a Move?”, Proceedings of the 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN'2016), Bruges, Belgium, pages 417 - 422.

S. Blaes and T. Burwick, "Attentional Bias through Oscillatory Coherence between Excitatory Activity and Inhibitory Minima", Neural Computation, 27 (2015) 1405-1437.

Thomas Burwick, "The Binding Problem", Wiley Interdisciplinary Reviews: Cognitive Science, 2014, 5: 305–315. doi: 10.1002/wcs.1279 .

T. Burwick, "Pattern Recognition with Oscillatory Neural Networks", Habilitation Thesis (Habilitationsschrift), Department of Physics, Goethe-University, Frankfurt am Main, Germany

T. Burwick, “Temporal Coding is not only about Cooperation - it is also about Competition”, in A.R. Rao, G.A. Cecchi (eds.), “The Relevance of the Time Domain to Neural Network Models”, Springer Series in Cognitive and Neural Systems 3, (2012) pages 33 – 56.

T. Burwick, “Pattern recognition through compatibility of excitatory and inhibitory rhythms”, Neurocomputing 74 (2011) 1315–1328.

Y. Sato, J. Jenia, T. Burwick, C. von der Malsburg, “Dynamic Link Models for Global Decision Making with Binding-by-Synchrony”, Proceedings of the World Congress on Nature and Biologically Inspired Computing (NaBIC2010, Katakyushu, Japan).

T. Burwick, “Neural Oscillations allow for Selective Inhibition - New Perspective on the Role of Cortical Gamma Oscillations”, Proceedings of the 18th European Symposium on Artificial Neural Networks (ESANN'2009), Bruges, Belgium, pages 283-288.

T. Burwick, “Temporal Coding: Competition for Coherence and New Perspectives on Assembly Formation”, Proceedings of the International Joint Conference on Neural Networks (IJCNN’2009), Atlanta, Georgia, USA, pages 408--417.

Y. Sato, J. Jenia, T. Burwick, C. von der Malsburg, “ A global decision-making model via synchronization in macrocolumn units”, BMC Neuroscience, 2009, 10(Suppl 1):P365.

T. Burwick, “Gamma Oscillations as Integrators of Local Competition for Activity and Global Competition for Coherence”, BMC Neuroscience, 2009, 10(Suppl 1):P241.

T. Burwick, “On the Relevance of Local Synchronization for establishing a Winner-Take-All Functionality of the Gamma Cycle", Neurocomputing 72 (2009) 1525-1533.

T. Burwick, “Zero Phase-Lag Synchronization through Short-Term Modulations”, Proceedings of the 17th European Symposium on Artificial Neural Networks (ESANN'2009), Bruges, Belgium, pages 403-408.

T. Burwick, “Temporal Coding: Assembly Formation through Constructive Interference”, Neural Computation, 20 (2008) 1796-1820.

T. Burwick, “Temporal Coding with Synchronization and Acceleration as Complementary Mechanisms”, Neurocomputing 71 (2008) 1121-1133. 

T. Burwick, “Temporal Coding: The relevance of classical activity, its relation to pattern frequency bands, and a remark on recoding of excitatory drive into phase shifts”, BioSystems 94 (2008) 75-86.

T. Burwick, “The gamma cycle and its role in the formation of assemblies”, Proceedings of the 16th European Symposium on Artificial Neural Networks (ESANN'2008), 23-25 April, Bruges, Belgium, pages 185-190.

T. Burwick, “Assemblies as Phase-locked Pattern Sets that collectively win the Competition for Coherence", Proceedings of 18th International Conference on Artificial Neural Networks (ICANN'2008), Part II, Springer, Lecture Notes on Computer Science, pages 617-626.

T. Burwick, “Synchronization and Acceleration: Complementary Mechanisms of Temporal Coding”, Proceedings of the 15th European Symposium on Artificial Neural Networks (ESANN'2007), 25-27 April, Bruges, Belgium, pages 1-6.

T. Burwick, “Oscillatory Neural Networks with Self-Organized Segmentation of Overlapping Patterns”, Neural Computation 19 (2007) 2093-2123.

T. Burwick, “Oscillatory Neural Networks: Temporal Coding with Frequency Bands”, International Symposium on Synchronization in Complex Networks (SynCoNet’2007), Book of Abstracts, 2007, 2-4 July, Leuven, Belgium.

T. Burwick, “Neural Assembly Formation with Complementary Roles of Classical and Temporal Coding”, Proceedings of the 7th International Workshop on Information Processing in Cells and Tissues (IPCAT'2007), 29-31 August 2007, Oxford, United Kingdom, pages 215-226.

T. Burwick, “Oscillatory Networks: Pattern Recognition without a Superposition Problem”, Neural Computation 18, 356 – 380 (2006).