Tutorial Title : Learning, Data Representations, and the Development of Companion Technology.

Speaker: Prof. Günther Palm

Director of the Institute of
Neural Information Processing
University of Ulm, Germany

 

Prof. Palm

Professor Palm began his studies of mathematics at the University of Hamburg and graduated at the Eberhard-Karls-University of Tübingen with a PhD thesis on “Entropie und Generatoren in dynamischen Verbänden“ supervised by Prof. Dr. Rainer Nagel in 1975. He then worked as a research assistant at the Max Planck Institute for Biological Cybernetics, Tübingen, on topics of quantitative neuroanatomy, information theory, nonlinear systems theory, associative memory and brain theory from 1975 to 1988. During that time he spent one year (1983/1984) in Berlin as a fellow of the Wissenschaftskolleg. In 1988 he became professor for theoretical brain research at the University of Düsseldorf. Since 1991 he is director of the Institute of Neural Information Processing at Ulm University.

Professor Palm's research focus is on information theory, neural networks, associative memory, and specifically on Hebbian cell assemblies. By 2015, he has published more than 300 peer-reviewed articles in international journals, 60 invited contributions, and (co-)edited 8 books. He is author of the monographs “Neural Assemblies. An Alternative Approach to Artificial Intelligence” (1982), and “Novelty, Information and Surprise” (2012).

 

Selected Publications

  • Palm, G.: Neural Assemblies. An Alternative Approach to Artificial Intelligence. Springer, Berlin, Heidelberg, New York, 1982
  • Knoblauch, A., Palm, G.: Pattern Separation and Synchronization in Spiking Associative Memories and Visual Areas. Neural Networks, 14, 763-780, 2001
  • Markert, H., Knoblauch, A., Palm, G.: Modelling of Syntactical Processing in the Cortex. BioSystems 89, 300-315, 2007
  • Palm, G.: Novelty, Information and Surprise. Springer, 2012
  • Palm, G.: Neural Associative Memories and Sparse Coding. Neural Networks, 37, 165-171, 2013; doi:10.1016/j.neunet.2012.08.01
  • Palm, G., Knoblauch, A., Hauser, F., Schüz, A.: Cell Assemblies in the Cerebral Cortex. Biol Cybern, 108(5), 559-572, 2014; doi: 10.1007/s00422-014-0596-4
Oct 16, 2016