Machine Learning Seminar

 

       14-03-2010 Spiking Neuron Models W.Gerstner & W.M. Kistler, presented by Sergei Artemenko and Moran Haliwa.

       21-03-2010 - Detailed Neuron Model Hodgkin-Huxley Model , presented by Daniel Heilper, Alon Dayan.

       25-04-2010 - Computing with Spiking Neurons - Itay shoor and Cfir aguston.

       00-00-0000 - Cybenko's Theorem presented by Yousef Shajrawi , Fadi Abboud.

       (02,09)-05-2010 - WHAT CAN A NEURON LEARN WITH SPIKE-TIMINGDEPENDENT PLASTICITY? - by Legenstein, Naeger & Maass, presented by Vered Volansky ,Irina Lipov, Ala Shiban

o   Also used the materials from:

o   1. http://www.plosone.org/article/info:doi%2F10.1371%2Fjournal.pone.0001377

o   2. The book "spiking neuron models" by Gerstner and Kistler

       (09,16)-05-2010 - Small-World Brain Networks by Danielle Smith Bassett and Ed Bullmore presented by Gassan Tabajah, Ron Adar, Gil Rapaport.

       23-05-2010 - Discovering multiscale dynamical by Herbert Jaeger presented by Sergei Artemenko and Moran Haliwa.

       06-06-2010:

o   Pattern Recognition in a Bucket by Chrisantha Fernando and Sampsa Sojakka , presented by Daniel Heilper, Alon Dayan.

o   Isolated word recognition with the Liquid State Machine: a case study by Verstraeten , B. Schrauwen, D. Stroobandt, J. Van Campenhout presented by Gassan Tabajah, Ron Adar, Gil Rapaport.

       13-06-2010:

o   Synchrony Generation in Recurrent Networks with Frequency-Dependent Synapses, , presented by Vered Volansky ,Irina Lipov, Ala Shiban.

o   THE LIQUID STATE MACHINE IS NOT ROBUST TO PROBLEMS IN ITS COMPONENTS BUT TOPOLOGICAL CONSTRAINTS CAN RESTORE ROBUSTNESS by H.Hazan, L.Manevitz, presented by Yousef Shajrawi , Fadi Abboud