MLLS 2010      Second German-Korean Workshop on Machine Learning in Life Sciences

Computational Neuroscience

Program

Registration will open at 9:00 on both workshop days. Since we can accept only a limited number of participants, pre-registration via our website is mandatory.

Tuesday, Feb 2:

09:30	Welcome Address		Klaus Obermayer Organizer Technische Universität Berlin, Germany	Location: BCCNB
09:40	Morning session Chair: Klaus Obermayer	09:40-10:20	Higher-Order Markov Models for Learning Sequential Recall Memory Byoung-Tak Zhang Seoul National University, Korea
		10:20-11:00	The variable discharge of cortical neurons revisited Martin Nawrot Freie Universität Berlin, Germany
11:00	Coffee break
11:30	Morning session Chair: Klaus Obermayer	11:30-12:10	Emergent functional structures and neural correlates of consciousness in the brain Seunghwan Kim POSTECH, Korea
		12:10-12:50	Approximate Inference for continuous time Markov processes Manfred Opper Technische Universität Berlin, Germany
12:50	Lunch buffet
14:00	Afternoon session Chair: Byoung-Tak Zhang	14:00-14:40	Trial-to-trial variability of spike response of V1 and saccadic response time Choongkil Lee Seoul National University, Korea
		14:40-15:20	How subthreshold membrane-potential resonances can shape spike-train patterns Susanne Schreiber Humboldt Universität Berlin, Germany
15:20	Coffee break
15:50	Afternoon session Chair: Byoung-Tak Zhang	15:50-16:30	Zero-Crossing-Based Sound Source Localization and Segregation Rhee Man Kil KAIST, Korea
		16:30-17:10	Machine Learning for Critical Feature Extraction Felix Wichmann Technische Universität Berlin, Germany
19:00	Welcome Dinner for Speakers			N.N.

Wednesday, Feb 3:

09:30	Morning session Chair: Byoung-Tak Zhang	09:30-10:10	Modelling Cortical Representations Klaus Obermayer Technische Universität Berlin, Germany	Location: BCCNB
		10:10-10:50	Combining unsupervised learning and linear discriminant analysis for efficient feature extraction based on subtle differences Soo-Young Lee KAIST, Korea
10:50	Coffee break
11:20	Morning session Chair: Byoung-Tak Zhang	11:20-12:00	Waiting times and correlated spiking of neurons Lutz Schimansky-Geier Humboldt Universität Berlin, Germany
		12:00-12:40	Hypernetwork Models for Sequential Context Learning: Application to Music Generation Byoung-Hee Kim Seoul National University, Korea
12:40	Lunch buffet
14:00	Afternoon session Chair: Klaus Obermayer	14:00-14:40	An efficient feature selection wrapper with paired t-test for naive Bayes classifiers: an application to microarray data Kyu-Baek Hwang Soongsil University, Korea
		14:40-15:20	Decoding conscious and unconscious mental states from brain activity: From basic science to applied neurotechnology John-Dylan Haynes Charité Universitätsmedizin Berlin, Germany
15:20	Coffee break
15:50	Afternoon session Chair: Klaus Obermayer	15:50-16:30	Machine learning techniques in functional neuroimaging of mental disorders Phillip Sterzer Charité Universitätsmedizin Berlin, Germany
16:30	Closing of the Workshop		Klaus Obermayer