Martin Anthony Department of Mathematics and Centre for Discrete and...  Home/Search
Context
Related
| maths.lse.ac.uk/Personal/mar...multi.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: maths.lse.ac.uk/Perso...mresearch (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: This paper concerns multivalued multithreshold functions, {0, 1, ..., k}-valued functions on R^n that may be considered as generalizations of (linear) threshold functions, or as discretized versions of artificial neurons. Such functions have arisen in the context of multiple-valued logic and artificial neural networks. For any fixed k, we present two procedures which, given a set of points labelled with the values of some (unknown) multivalued multithreshold function, will produce such a... (Update)
Active bibliography (related documents): More All
1.1: Analysis of Data with Threshold Decision Lists - Martin Anthony December (Correct)
1.0: Partitioning Points by Parallel Planes - Martin Anthony November (Correct)
0.5: Margin-based Generalization Error Bounds for Threshold Decision.. - Anthony (2003) (Correct)
Similar documents based on text: More All
0.2: Function Learning from Interpolation - Anthony, Bartlett (1995) (Correct)
0.1: Boolean Functions and Artificial Neural Networks - Martin Anthony Department (Correct)
0.1: Links between Learning and Optimization: a Brief Tutorial - Anthony (2003) (Correct)
BibTeX entry: (Update)
@misc{ department-learning,
author = "Martin Anthony Department",
title = "Learning Multivalued Multithreshold Functions",
url = "citeseer.ist.psu.edu/619135.html" }
Citations (may not include all citations):493 Communications of the ACM (context) - Valiant, of et al. - 1984
454 the uniform convergence of relative frequencies of events to.. (context) - Vapnik, Chervonenkis - 1971
448 A new polynomial time algorithm for linear programming (context) - Karmarkar - 1984
348 Estimation of Dependences Based on Empirical Data (context) - Vapnik - 1982
317 Learning quickly when irrelevant attributes abound: a new li.. (context) - Littlestone - 1988
248 Introduction to Computational Learning Theory (context) - Kearns, Vazirani - 1995
148 The Perceptron: A Probabilistic Model for Information Storag.. (context) - Rosenblatt - 1958
144 Computational limitations on learning from examples (context) - Pitt, Valiant - 1988
102 Toward efficient agnostic learning - Kearns, Schapire et al. - 1994
102 Training a 3-node Neural Network is NP-complete - Blum, Rivest - 1992
88 Neural Network Learning: Theoretical Foundations (context) - Anthony, Bartlett - 1999
88 Learning Machines (context) - Nilsson - 1965
37 On learning sets and functions (context) - Natarajan - 1989
32 the size of weights for threshold gates - Hastad - 1994
32 Cambridge Tracts in Theoretical Computer Science (context) - Anthony, Biggs et al. - 1992
22 On convergence proofs on perceptrons (context) - Novikoff - 1962
16 The learnability of formal concepts (context) - Anthony, Biggs et al. - 1990
16 Warmuth: Learnability and the Vapnik-Chervonenkis dimension (context) - Blumer, Ehrenfeucht et al. - 1989
7 IEEE Transactions on Pattern Analysis and Machine Intelligen.. (context) - Olafsson, Abu-Mostafa et al. - 1988
5 The separating capacity of a multi-threshold element (context) - Takiyama - 1985
5 Multiple threshold neural logic - Bohossian, Bruck - 1997
3 Using the perceptron algorithm to find consistent hypotheses - Anthony, Shawe-Taylor - 1993
3 Learning with discrete multivalued neurons (context) - Obradovic, Parberry - 1994
2 Rutgers Center for Operations Research (context) - Anthony, by et al. - 2002
2 Characterizations of learnability for classes of f0; : : : ;.. (context) - Ben-David, Cesa-Bianchi et al. - 1995
2 the number of multilinear partitions and the computing capac.. (context) - Ngom, Stojmenovic et al. - 1999
1 Minimization of multiple-valued multiplethreshold perceptron.. (context) - Ngom, Obradovic et al. - 1998
1 Multiple threshold perceptron (context) - Takiyama - 1978
1 Learning with permutably homogeneous multiple-valued multipl.. (context) - Ngom, Reischer et al. - 1998
Documents on the same site (http://www.maths.lse.ac.uk/Personal/martin/mresearch.html): More
A Result of Vapnik with Applications - Anthony, Shawe-Taylor (1991) (Correct)
Computational Learning Theory for Artificial Neural Networks - Anthony, Biggs (1993) (Correct)
Accuracy of Techniques for the Logical Analysis of Data - Anthony (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC