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IJON
2007
102views more  IJON 2007»
13 years 5 months ago
Methodology for long-term prediction of time series
In this paper, a global methodology for the long-term prediction of time series is proposed. This methodology combines direct prediction strategy and sophisticated input selection...
Antti Sorjamaa, Jin Hao, Nima Reyhani, Yongnan Ji,...
IJON
2007
104views more  IJON 2007»
13 years 5 months ago
A probabilistic model of eye movements in concept formation
It has been unclear whether optimal experimental design accounts of data selection may offer insight into evidence acquisition tasks in which the learner’s beliefs change greatl...
Jonathan D. Nelson, Garrison W. Cottrell
IJON
2007
134views more  IJON 2007»
13 years 5 months ago
Analysis of SVM regression bounds for variable ranking
This paper addresses the problem of variable ranking for Support Vector Regression. The relevance criteria that we proposed are based on leave-one-out bounds and some variants and...
Alain Rakotomamonjy
IJON
2007
80views more  IJON 2007»
13 years 5 months ago
To each his own: The caregiver's role in a computational model of gaze following
We investigate a computational model of the emergence of gaze following that is based on a generic basic set of mechanisms. Whereas much attention has been focused so far on the s...
Christof Teuscher, Jochen Triesch
IJON
2007
96views more  IJON 2007»
13 years 5 months ago
How do stimulus-dependent correlations between V1 neurons affect neural coding?
Nearby neurons in the visual cortex often partially synchronize their spiking activity. Despite the widespread observation of this phenomenon, its importance for visual coding and...
Fernando Montani, Adam Kohn, Matthew A. Smith, Sim...
IJON
2007
74views more  IJON 2007»
13 years 5 months ago
Advances in computational intelligence and learning
Michael Biehl, Erzsébet Merényi, Fab...
IJON
2007
57views more  IJON 2007»
13 years 5 months ago
Time series prediction competition: The CATS benchmark
Amaury Lendasse, Erkki Oja, Olli Simula, Michel Ve...
IJON
2007
117views more  IJON 2007»
13 years 5 months ago
Learning sensory representations with intrinsic plasticity
Intrinsic plasticity (IP) refers to a neuron’s ability to regulate its firing activity by adapting its intrinsic excitability. Previously, we showed that model neurons combinin...
Nicholas Butko, Jochen Triesch
IJON
2007
78views more  IJON 2007»
13 years 5 months ago
A non-parametric electrode model for intracellular recording
We present a new way to model the response of an electrode to an injected current. The electrode is represented by an unknown complex linear circuit, characterized by a kernel whi...
Romain Brette, Zuzanna Piwkowska, Michelle Rudolph...