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GECCO
2007
Springer
182views Optimization» more  GECCO 2007»
15 years 3 months ago
Generating large-scale neural networks through discovering geometric regularities
Connectivity patterns in biological brains exhibit many repeating motifs. This repetition mirrors inherent geometric regularities in the physical world. For example, stimuli that ...
Jason Gauci, Kenneth O. Stanley
MICCAI
2010
Springer
14 years 7 months ago
Joint Generative Model for fMRI/DWI and Its Application to Population Studies
Abstract. We propose a novel probabilistic framework to merge information from DWI tractography and resting-state fMRI correlations. In particular, we model the interaction of late...
Archana Venkataraman, Yogesh Rathi, Marek Kubicki,...
CVPR
2008
IEEE
15 years 11 months ago
Unifying discriminative visual codebook generation with classifier training for object category recognition
The idea of representing images using a bag of visual words is currently popular in object category recognition. Since this representation is typically constructed using unsupervi...
Liu Yang, Rong Jin, Rahul Sukthankar, Fréd&...
SDM
2007
SIAM
120views Data Mining» more  SDM 2007»
14 years 11 months ago
An Analysis of Logistic Models: Exponential Family Connections and Online Performance
Logistic models are arguably one of the most widely used data analysis techniques. In this paper, we present analyses focussing on two important aspects of logistic models—its r...
Arindam Banerjee
71
Voted
DDECS
2007
IEEE
133views Hardware» more  DDECS 2007»
14 years 11 months ago
Prototyping Generators for On-line Test Vector Generation Based on PSL Properties
— From an assumed property, which constrains the inputs of a design under test, we produce a RTL synthesizable design that generates compliant sequences of values for all the sig...
Yann Oddos, Katell Morin-Allory, Dominique Borrion...