Publications

Export 23 results:
Sort by: [ Author (Desc)] Title Type Year
Filters: First Letter Of Last Name is L  [Clear All Filters]
A B C D E F G H I J K [L] M N O P Q R S T U V W X Y Z   [Show ALL]
L
Lukoševičius, M., "A practical guide to applying echo state networks", Neural Networks: Tricks of the Trade, 2, vol. 7700: Springer Berlin Heidelberg, pp. 659-686, 2012.  Download: PracticalESN.pdf (624.47 KB)
Lukoševičius, M., "Reservoir Computing and Self-Organized Neural Hierarchies", School of Engineering and Science, vol. PhD: Jacobs University Bremen, 2012. Abstract  Download: Mantas_Lukosevicius_PhD_thesis.pdf (3.13 MB)
Lukoševičius, M., Echo state networks with trained feedbacks, , no. 4: Jacobs University Bremen, February, 2007.
Lukoševičius, M., H. Jaeger, and B. Schrauwen, "Reservoir Computing Trends", KI - Künstliche Intelligenz, pp. 1-7, 05/2012. Abstract  Download: KI_reservoir_computing.pdf (574.71 KB)
Lukoševičius, M., D. Popovici, H. Jaeger, and U. Siewert, Time warping invariant echo state networks, , no. 2: Jacobs University Bremen, May, 2006.
Lukoševičius, M., "Self-organized reservoirs and their hierarchies", Proceedings of the 22nd International Conference on Artificial Neural Networks (ICANN 2012), vol. 7553, Lausanne, Switzerland, Springer, pp. 587-595, 2012.  Download: Self-organized_reservoir_hierarchies_ICANN12.pdf (315.2 KB)
Lukoševičius, M., and H. Jaeger, "Reservoir computing approaches to recurrent neural network training", Computer Science Review , vol. 3, no. 3, pp. 127-149, August, 2009.
Lukoševičius, M., On self-organizing reservoirs and their hierarchies, , no. 25: Jacobs University Bremen, October, 2010.
Liebald, B., Exploration of effects of different network topologies on the ESN signal crosscorrelation matrix spectrum, : School of Engineering & Science at International University Bremen, 2004.
Li, J., and H. Jaeger, "Minimal Energy Control of an ESN Pattern Generator", Jacobs University Technical Report, no. 26: Jacobs University Bremen, 2011. Abstract
Lelekov, T., and P. F. Dominey, "Dissociable ERP profiles for processing rules vs instances in a cognitive sequencing task", NeuroReport, vol. 11, no. 10, pp. 1129-32, 04/2000. Abstract  Download: 
Lelekov, T., N. Franck, P. F. Dominey, and N. Georgieff, "Cognitive sequence processing and syntactic comprehension in schizophrenia", NeuroReport, vol. 11, no. 10, pp. 2145-9, 07/2000. Abstract
Legenstein, R., S. M. Chase, A. B. Schwartz, and W. Maass, "A reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control task", Journal of Neuroscience, vol. 30, no. 25, 2010. Abstract
Legenstein, R., H. Markram, and W. Maass, "Input prediction and autonomous movement analysis in recurrent circuits of spiking neurons", Reviews in the Neurosciences (Special Issue on Neuroinformatics of Neural and Artificial Computation), vol. 14, no. 1-2, pp. 5-19, 2003. Abstract
Legenstein, R., and W. Maass, "What makes a dynamical system computationally powerful?", New Directions in Statistical Signal Processing: From System to Brains: MIT Press, pp. 127-154, 2007. Abstract
Legenstein, R., D. Pecevski, and W. Maass, "A learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedback", PLoS Computational Biology, vol. 4, no. 10, pp. 1-27, 2008. Abstract
Legenstein, R., S. M. Chase, A. B. Schwartz, and W. Maass, "Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning", Advances in Neural Information Processing Systems (NIPS), Vancouver, Canada, 2009. Abstract
Legenstein, R., and W. Maass, "Edge of chaos and prediction of computational performance for neural microcircuit models", Neural Networks, vol. 20, no. 3, pp. 323-334, 2007. Abstract
Lallée, S., G. Metta, L. Natale, U. Pattacini, and P. F. Dominey, "Proprioception of the hand contributes to visual recognition speed and accuracy: Evidence from the Multi-Modal Convergence Map model of Parietal Cortex Area 5", SFN, 2009.
Lallée, S., S. Lemaignan, A. Lenz, C. Melhuish, L. Natale, S. Skachek, T D. van Zant, F. Warneken, and P. F. Dominey, "Towards a Platform-Independent Cooperative Human-Robot Interaction System: I. Perception", IROS IEEE/RSJ International Conference on Intelligent Robots and Systems, 10-2010. Abstract  Download: 0898.pdf (909.9 KB)
Lallée, S., F. Warneken, and P. F. Dominey, "Learning to Collaborate by Observation ", IEEE Humanoids Workshop on developmental psychology contributions to cooperative human robot interaction, 2009. Abstract  Download: Humanoids2009vLalleWarnekenDominey.pdf (805.03 KB)
Lallée, S., C. Madden, M. Hoen, and P F. Dominey, "Linking language with embodied and teleological representations of action for humanoid cognition", Frontiers in Neurorobotics, vol. 4, 2010.  Download: LAllee2010FN.pdf (1.83 MB)
Lallée, S., F. Warneken, and P. F. Dominey, "Learning to Collaborate by Observation", International Conference on Epigenetic Robotics, 2009. Abstract  Download: LWDepirob092pages.pdf (129.25 KB)