Publications

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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
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
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: 
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: 
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)
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
Hermans, M., and B. Schrauwen, "Memory in linear neural networks in continuous time", Neural Networks, 2009.  Download: Paper.pdf (834.16 KB)
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.
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