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All publications by Gert Cauwenberghs
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{\it Gini} Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
Shantanu Chakrabartty and Gert Cauwenberghs
Journal of Machine Learning Research, 2007


Gradient Flow Independent Component Analysis in Micropower VLSI
Abdullah Celik, Milutin Stanacevic and Gert Cauwenberghs
Advances in Neural Information Processing Systems 18, 2005


Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence Estimation
Shantanu Chakrabartty and Gert Cauwenberghs
Advances in Neural Information Processing Systems 17, 2004


Saliency-Driven Image Acuity Modulation on a Reconfigurable Array of Spiking Silicon Neurons
R. J. Vogelstein, Udayan Mallik, Eugenio Culurciello, Gert Cauwenberghs and Ralph Etienne-cummings
Advances in Neural Information Processing Systems 17, 2004


Forward-Decoding Kernel-Based Phone Recognition
Shantanu Chakrabartty and Gert Cauwenberghs
Advances in Neural Information Processing Systems 15, 2002


Spike Timing-Dependent Plasticity in the Address Domain
R. J. Vogelstein, Francesco Tenore, Ralf Philipp, Miriam S. Adlerstein, David H. Goldberg and Gert Cauwenberghs
Advances in Neural Information Processing Systems 15, 2002


Stochastic Mixed-Signal VLSI Architecture for High-Dimensional Kernel Machines
Roman Genov and Gert Cauwenberghs
Advances in Neural Information Processing Systems 14, 2001