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Neural Coding And Decoding, Alexander Dimitrov

Systems Science Friday Noon Seminar Series

Methods based on Rate Distortion theory have been successfully used to cluster stimuli and neural responses in order to study neural codes at a level of detail supported by the amount of available data. They approximate the joint stimulus-response distribution by quantizing paired stimulus-response observations into smaller reproductions of the stimulus and response spaces. An optimal quantization is found by maximizing an information-theoretic cost function subject to both equality and inequality constraints, in hundreds to thousands of dimensions. This analytical approach has several advantages over other current approaches:

• it yields the most informative approximation of the encoding scheme given the …

Proceedings From The Second Annual Boonshoft School Of Medicine Medical Student Research Symposium, Office Of Research Affairs, Boonshoft School Of Medicine

Medical Student Research Symposium Proceedings

The student abstract booklet is a compilation of abstracts from students' oral and poster presentations at Wright State University's Second Annual Boonshoft School of Medicine Medical Student Research Symposium held on April 1, 2010.

Fusion, 2010, George Washington University, William H. Beaumont Medical Research Honor Society

Fusion

No abstract provided.