Sontag, Eduardo D.

14 publications

CVPR 2010 Rapid and Accurate Developmental Stage Recognition of C. Elegans from High-Throughput Image Data Amelia G. White, Patricia G. Cipriani, Huey-Ling Kao, Brandon Lees, Davi Geiger, Eduardo D. Sontag, Kristin C. Gunsalus, Fabio Piano

NeurIPS 2005 Principles of Real-Time Computing with Feedback Applied to Cortical Microcircuit Models Wolfgang Maass, Prashant Joshi, Eduardo D. Sontag

NeCo 2000 Neural Systems as Nonlinear Filters Wolfgang Maass, Eduardo D. Sontag

NeurIPS 2000 Processing of Time Series by Neural Circuits with Biologically Realistic Synaptic Dynamics Thomas Natschläger, Wolfgang Maass, Eduardo D. Sontag, Anthony M. Zador

NeCo 1999 Analog Neural Nets with Gaussian or Other Common Noise Distribution Cannot Recognize Arbitrary Regular Languages Wolfgang Maass, Eduardo D. Sontag

NeurIPS 1998 A Precise Characterization of the Class of Languages Recognized by Neural Nets Under Gaussian and Other Common Noise Distributions Wolfgang Maass, Eduardo D. Sontag

NeCo 1997 Shattering All Sets of K Points in 'General Position' Requires (k - 1)/2 Parameters Eduardo D. Sontag

NeurIPS 1995 Neural Networks with Quadratic VC Dimension Pascal Koiran, Eduardo D. Sontag

NeurIPS 1995 Sample Complexity for Learning Recurrent Perceptron Mappings Bhaskar DasGupta, Eduardo D. Sontag

COLT 1994 On a Learnability Question Associated to Neural Networks with Continuous Activations (Extended Abstract) Bhaskar DasGupta, Hava T. Siegelmann, Eduardo D. Sontag

COLT 1993 Rate of Approximation Results Motivated by Robust Neural Network Learning Christian Darken, Michael Donahue, Leonid Gurvits, Eduardo D. Sontag

COLT 1992 On the Computational Power of Neural Nets Hava T. Siegelmann, Eduardo D. Sontag

NeurIPS 1990 Remarks on Interpolation and Recognition Using Neural Nets Eduardo D. Sontag

NeCo 1989 Sigmoids Distinguish More Efficiently than Heavisides Eduardo D. Sontag