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JMLR
2012
12 years 3 days ago
Krylov Subspace Descent for Deep Learning
In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...
Oriol Vinyals, Daniel Povey
DCC
2001
IEEE
14 years 9 months ago
Trace Representation of Legendre Sequences
In this paper, a Legendre sequence of period p for any odd prime p is explicitely represented as a sum of trace functions from GF(2n) to GF(2), where n is the order of 2 mod p.
Jeong-Heon Kim, Hong-Yeop Song
MIRRORBOT
2005
Springer
141views Robotics» more  MIRRORBOT 2005»
14 years 3 months ago
Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-De
This paper presents a computational self-organizing model of multi-modal information, inspired from cortical maps. It shows how the organization in a map can be influenced by the ...
Olivier Ménard, Frédéric Alex...
CTRSA
2003
Springer
114views Cryptology» more  CTRSA 2003»
14 years 2 months ago
Fractal Merkle Tree Representation and Traversal
We introduce a technique for traversal of Merkle trees, and propose an efficient algorithm that generates a sequence of leaves along with their associated authentication paths. For...
Markus Jakobsson, Frank Thomson Leighton, Silvio M...
EMMCVPR
1997
Springer
14 years 1 months ago
An Energy Minimization Method for Matching and Comparing Structured Object Representations
We present a general method for matching segmented parts of objects by energy minimization. The energy is designed in order to cope with possible imperfections of the compared segm...
Robert Azencott, Laurent Younes