Prof. Dr. Gordon Pipa (Universität Osnabrück): Our Brain Plays Jazz: Self-Organized Reservoir Computing |
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| Startdatum/-zeit: | 05.06.2013 17:15 |
| Enddatum/-zeit: | 05.06.2013 |
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| Adresse: | Fachbereich Mathematik/ Informatik, Institut für Mathematik Prof. Dr. Stefan Kunis Albrechtstr. 28a 49076 Osnabrück |
| Telefon: | 0541 - 969 - 2538 |
| Telefax: | 0541 - 969 - 2770 |
| E-Mail: | stefan.kunis@uos.de |
| Homepage: | http://www.mathematik.uni-osnabrueck.de/index.php?controller=kolloquium |
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| Adresse: | Institut für Mathematik Albrechtstr. 28a, Geb. 69/ Raum 125 49076 Osnabrück |
| Karte: | Bei Google Maps anzeigen |
| Beschreibung: | Reservoir computing originally introduced in the context of echo state or liquid state machines (LSM) has been proposed as a promising computational model for information processing in complex dynamic networks. Reservoir computing is a universal framework for computation, such as prediction, classification and memorization of information contained in time varying input streams. Here, I am going to present an overview of our research that extended the original LSM concept by incorporating self organization. I will discuss the fundamental processes underlying such self-organized optimization and mathematical challenges related to reservoir computing. |
| Kategorie: | Mathematisches Kolloquium |
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