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» Neural Dynamics with Stochasticity
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ISNN
2007
Springer
16 years 15 days ago
Online Dynamic Value System for Machine Learning
A novel online dynamic value system for machine learning is proposed in this paper. The proposed system has a dual network structure: data processing network (DPN) and information ...
Haibo He, Janusz A. Starzyk
ICAI
2007
15 years 7 months ago
Dynamic Programming Algorithm for Training Functional Networks
Abstract— The paper proposes a dynamic programming algorithm for training of functional networks. The algorithm considers each node as a state. The problem is formulated as find...
Emad A. El-Sebakhy, Salahadin Mohammed, Moustafa E...
GECCO
2011
Springer
274views Optimization» more  GECCO 2011»
14 years 9 months ago
Fuzzy dynamical genetic programming in XCSF
—A number of representation schemes have been presented for use within Learning Classifier Systems, ranging from binary encodings to Neural Networks, and more recently Dynamical ...
Richard Preen, Larry Bull
IEEESCC
2007
IEEE
16 years 20 days ago
Development of NeuronBank: A Federation of Customizable Knowledge Bases of Neuronal Circuitry
Knowledge of neuronal circuitry is foundational to the neurosciences, but no tools have been developed for cataloguing this knowledge. Part of the problem is that the concepts use...
Robert J. Calin-Jageman, Akshaye Dhawan, Hong Yang...
GECCO
2005
Springer
204views Optimization» more  GECCO 2005»
15 years 12 months ago
Modeling systems with internal state using evolino
Existing Recurrent Neural Networks (RNNs) are limited in their ability to model dynamical systems with nonlinearities and hidden internal states. Here we use our general framework...
Daan Wierstra, Faustino J. Gomez, Jürgen Schm...