Kiel Nano, Surface and Interface Science (KiNSIS)

Kolloquiumsvortrag: Sparse Coding and Deep Networks: the neural paradigms of state-of-the art pattern recognition

17.11.2014 von 16:45 bis 18:15

Institut für Elektrotechnik und Informationstechnik, Kaiser Str. 2, Geb.C , Raum "Aquarium"

Prof. Dr. Thomas Martinetz Universität zu Lübeck Institut für Neuro- und Bioinformatik

Sparse Coding and Deep Networks: the neural paradigms of state-of-the art pattern recognition

Abstract:
Up to recently humans were by far superior in recognizing and classifying objects. It seemed to be a hard problem to capture the variances and invariances humans can deal with easily in the real world. After many years of research this is slowly changing. Besides highly increased training data sets (big data), two new insights into the information processing principles of the brain now make a difference: i) sparse coding of information, with the "dual" concept of compressed sensing, and ii) deep convolutional networks, which use many layers of artificial simple and complex cells. This talk gives an introduction to these concepts, their historical development,  and an overview about their applications in real world problems.

http://www.tf.uni-kiel.de/de/das-dekanat/aktuelles-termine/kolloquien/kolloquien-ws-2014-15

Claudia Martin, 0431-8806068

Diesen Termin meinem iCal-Kalender hinzufügen

zurück

Pressemitteilungen

Aktuelles

Verbundforschung

Kalender

« Mai 2021 »
Mo Di Mi Do Fr Sa So
26 27 28 29 30
  • 12:30: KiNSIS-Transfer Lunch: „Gründen mit dem EXIST Forschungstransfer Programm: Wie das ZfE unterstützen kann“, Dr. Anke Rasmus, Zentrum für Entrepreneurship (ZfE) der CAU
  • Klicken Sie, um Details zu allen 1 Terminen zu sehen.
1 2
3 4
  • 16:15: From physics today to publishing and research of tomorrow (Prof. Dr. Claudia Draxl, HU Berlin)
  • Klicken Sie, um Details zu allen 1 Terminen zu sehen.
5
  • 12:00: KiNSIS-Kolloquium: "Nanoparticles for vaccination", Prof. Regina Scherließ, Pharmazeutische Technologie und Biopharmazie, CAU
  • Klicken Sie, um Details zu allen 1 Terminen zu sehen.
6
  • 16:00: Biomedical Data Processing: Challenges in newborn brain protection (Prof. Dr. Sabine Van Huffel, KU Leuven)
  • 17:00: Leben auf Exoplaneten? 3. Akt (Prof. Dr. Ruth Schmitz-Streit, Prof. Dr. Wolfgang J. Duschl, Prof. Dr. Ulrich Lüning)
  • Klicken Sie, um Details zu allen 2 Terminen zu sehen.
7
  • 14:00: KiNSIS-Mitgliederversammlung
  • Klicken Sie, um Details zu allen 1 Terminen zu sehen.
8 9
10 11
  • 13:00: Digital Symposion: Nanotechnology and Innovation in Gothenburg
  • 16:15: Light-Induced phase transitions in strongly correlated systems (Prof. Dr. Fabrizio Carbone, École Polytechnique Fédérale de Lausanne)
  • Klicken Sie, um Details zu allen 2 Terminen zu sehen.
12 13 14 15 16
17 18
  • 16:15: Transient atmospheric plasmas – mastering the nonequilibrium (Prof. Dr. Achim von Keudell, Bochum)
  • Klicken Sie, um Details zu allen 1 Terminen zu sehen.
19 20
  • 10:00: "X-ray perspective on nanomaterials chemistry and nanodevices", Prof. Dr. Dorota Koziej, University of Hamburg
  • Klicken Sie, um Details zu allen 1 Terminen zu sehen.
21 22 23
24 25 26 27 28 29 30
31 1
  • 16:15: tba (Prof. Dr. Mark J. Kushner , University of Michigan)
  • Klicken Sie, um Details zu allen 1 Terminen zu sehen.
2
  • 12:00: KiNSIS-Kolloquium: Benchmarking, Prof. Dr. Malte Behrens, Chemie
  • Klicken Sie, um Details zu allen 1 Terminen zu sehen.
3 4 5 6