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» Program Derivation Using Analogy
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102
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ISCAS
2006
IEEE
84views Hardware» more  ISCAS 2006»
15 years 8 months ago
Programmable synaptic weights for an aVLSI network of spiking neurons
—We describe a spiking neuronal network which allows local synaptic weights to be assigned to individual synapses. In previous implementations of neuronal networks, the biases th...
Yingxue Wang, Shih-Chii Liu
155
Voted
CVPR
2003
IEEE
15 years 7 months ago
Graph-Theoretic Approach to Clustering and Segmentation
We develop a framework for the image segmentation problem based on a new graph-theoretic formulation of clustering. The approach is motivated by the analogies between the intuitiv...
Massimiliano Pavan, Marcello Pelillo
ICSE
1994
IEEE-ACM
15 years 6 months ago
Formalizing Architectural Connection
As software systems become more complex the overall system structure { or software architecture { becomes a central design problem. An important step towards an engineering discip...
Robert J. Allen, David Garlan
113
Voted
EMNLP
2004
15 years 3 months ago
Max-Margin Parsing
We present a novel discriminative approach to parsing inspired by the large-margin criterion underlying support vector machines. Our formulation uses a factorization analogous to ...
Ben Taskar, Dan Klein, Mike Collins, Daphne Koller...
129
Voted
GECCO
2008
Springer
175views Optimization» more  GECCO 2008»
15 years 3 months ago
Using differential evolution for symbolic regression and numerical constant creation
One problem that has plagued Genetic Programming (GP) and its derivatives is numerical constant creation. Given a mathematical formula expressed as a tree structure, the leaf node...
Brian M. Cerny, Peter C. Nelson, Chi Zhou