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How Many Clusters? An Information-Theoretic Perspective.

, and . Neural Computation, 16 (12): 2483-2506 (2004)

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Spikes: Exploring the Neural Code, , , and . MIT Press, Cambridge, MA, 1st edition, (1997)The information bottleneck method, , and . Proc. of the 37-th Annual Allerton Conference on Communication, Control and Computing, page 368-377. (1999)Analyzing Neural Responses to Natural Signals: Maximally Informative Dimensions., , and . Neural Comput., 16 (2): 223-250 (2004)Universality and Individuality in a Neural Code., , , , and . NIPS, page 159-165. MIT Press, (2000)What Can a Single Neuron Compute?, , and . NIPS, page 75-81. MIT Press, (2000)Optimal Manifold Representation of Data: An Information Theoretic Approach., and . NIPS, page 161-168. MIT Press, (2003)Complexity through nonextensivity, , and . Physica A: Statistical Mechanics and its Applications, 302 (1-4): 89--99 (Dec 15, 2001)Bits and brains: Information flow in the nervous system, , , and . Physica A: Statistical and Theoretical Physics, 200 (1-4): 581--593 (Nov 15, 1993)Dimensionality and dynamics in the behavior of C. elegans, , , and . PLoS Comput Biol, 4 (4): e1000028 (April 2008)Entropy and Inference, Revisited., , and . NIPS, page 471-478. MIT Press, (2001)