Cauwenberghs, Gert

18 publications

ICLR 2015 Learning Non-Deterministic Representations with Energy-Based Ensembles Maruan Al-Shedivat, Emre Neftci, Gert Cauwenberghs

JMLR 2007 Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression Shantanu Chakrabartty, Gert Cauwenberghs

NeurIPS 2005 Gradient Flow Independent Component Analysis in Micropower VLSI Abdullah Celik, Milutin Stanacevic, Gert Cauwenberghs

NeurIPS 2004 Saliency-Driven Image Acuity Modulation on a Reconfigurable Array of Spiking Silicon Neurons R. J. Vogelstein, Udayan Mallik, Eugenio Culurciello, Gert Cauwenberghs, Ralph Etienne-Cummings

NeurIPS 2004 Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence Estimation Shantanu Chakrabartty, Gert Cauwenberghs

AISTATS 2003 Expectation Maximization of Forward Decoding Kernel Machines Shantanu Chakrabartty, Gert Cauwenberghs

COLT 2003 Sparse Probability Regression by Label Partitioning Shantanu Chakrabartty, Gert Cauwenberghs, Jayadeva

NeurIPS 2002 Forward-Decoding Kernel-Based Phone Recognition Shantanu Chakrabartty, Gert Cauwenberghs

NeurIPS 2002 Spike Timing-Dependent Plasticity in the Address Domain R. J. Vogelstein, Francesco Tenore, Ralf Philipp, Miriam S. Adlerstein, David H. Goldberg, Gert Cauwenberghs

NeurIPS 2001 Stochastic Mixed-Signal VLSI Architecture for High-Dimensional Kernel Machines Roman Genov, Gert Cauwenberghs

NeurIPS 2000 Incremental and Decremental Support Vector Machine Learning Gert Cauwenberghs, Tomaso Poggio

NeurIPS 1998 Analog VLSI Cellular Implementation of the Boundary Contour System Gert Cauwenberghs, James Waskiewicz

NeurIPS 1998 Optimizing Correlation Algorithms for Hardware-Based Transient Classification R. Timothy Edwards, Gert Cauwenberghs, Fernando J. Pineda

NeurIPS 1996 Bangs, Clicks, Snaps, Thuds and Whacks: An Architecture for Acoustic Transient Processing Fernando J. Pineda, Gert Cauwenberghs, R. Timothy Edwards

NeurIPS 1995 Analog VLSI Processor Implementing the Continuous Wavelet Transform R. Timothy Edwards, Gert Cauwenberghs

NeurIPS 1994 A Charge-Based CMOS Parallel Analog Vector Quantizer Gert Cauwenberghs, Volnei Pedroni

NeurIPS 1993 A Learning Analog Neural Network Chip with Continuous-Time Recurrent Dynamics Gert Cauwenberghs

NeurIPS 1992 A Fast Stochastic Error-Descent Algorithm for Supervised Learning and Optimization Gert Cauwenberghs