Publications

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Haeusler, S., H. Markram, and W. Maass, "Perspectives of the high dimensional dynamics of neural microcircuits from the point of view of low dimensional readouts", Complexity (Special Issue on Complex Adaptive Systems), vol. 8, no. 4, pp. 39-50, 2003. Abstract
Haeusler, S., K. Schuch, and W. Maass, "Motif distribution and computational performance of two data-based cortical microcircuit templates", Journal of Physiology (Paris), vol. 103, no. 1-2, 2009. Abstract
Haeusler, S., and W. Maass, "A statistical analysis of information processing properties of lamina-specific cortical microcircuit models", Cerebral Cortex, vol. 17, no. 1, pp. 149-162, 2007. Abstract
Hermans, M., and B. Schrauwen, "One Step Backpropagation through time for learning input mapping in reservoir computing applied to speech recognition", ISCAS 2010, Paris, 2010.
Hermans, M., and B. Schrauwen, "Memory in reservoirs for high dimensional input", IJCNN, Barcelona, Spain, 2010.
Hermans, M., and B. Schrauwen, "Memory in linear neural networks in continuous time", Neural Networks, 2009.  Download: Paper.pdf (834.16 KB)
Hinaut, X., and P. F. Dominey, "Real-Time Parallel Processing of Grammatical Structure in the Fronto-Striatal System: A Recurrent Network Simulation Study Using Reservoir Computing", PLoS ONE, vol. 8, no. 2, pp. e52946, 02/2013. Abstract
Hinaut, X., and P. F. Dominey, "A three-layered model of primate prefrontal cortex encodes identity and abstract categorical structure of behavioral sequences", Journal of Phisiology - Paris, vol. 105, no. 1-3, pp. 16-24, 2011. Abstract
Hinaut, X., and P. F. Dominey, "On-Line Processing of Grammatical Structure Using Reservoir Computing", ICANN: International Conference on Artificial Neural Networks, pp. 596-603, 09/2012. Abstract
Hinaut, X., M. Petit, and P. F. Dominey, "Online Language Learning to Perform and Describe Actions for Human-Robot Interaction", Proceedings of the Post-Graduate Conference on Robotics and Development of Cognition, 2012. Abstract
Hinaut, X., and P. F. Dominey, "A Three-Layered Cortical Network Encodes Identity and Abstract Categorical Structure of Behavioral Sequences as in the Primate Lateral Prefrontal Cortex", NeuroComp, Lyon, 10/2010. Abstract  Download: NEUROCOMP2010_0041_6e30c.pdf (219.24 KB)
Hoen, M., M. Pachot-Clouard, C. Segebarth, and P. F. Dominey, "When Broca experiences the Janus syndrome: an ER-fMRI study comparing sentence comprehension and cognitive sequence processing", Cortex, vol. 45, pp. 605-623, 2006. Abstract  Download: 
Hoen, M., and P. F. Dominey, "Evidence for a shared mechanism in linguistic and nonlinguistic sequence processing? ERP recordings of on-line function- and content-information integration", The On-Line Study of Sentence Comprehension, pp. 329-356, 2004.  Download: 
Hoen, M., and P. F. Dominey, "ERP analysis of cognitive sequencing: a left anterior negativity related to structural transformation processing", NeuroReport, vol. 11, no. 14, pp. 3187-91, 09/2000. Abstract  Download: 
Hoerzer, G. M., S. Liebe, A. Schloegl, N. K. Logothetis, and G. Rainer, "Directed coupling in local field potentials of macaque V4 during visual short-term memory revealed by multivariate autoregressive models", Frontiers in Computational Neuroscience, 05/2010. Abstract
Holzmann, G., and H. Hauser, "Echo state networks with filter neurons and a delay and sum readout", Neural Networks, vol. 23, no. 2, 2010. Abstract