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» The Cascade-Correlation Learning Architecture
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137
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NN
1998
Springer
108views Neural Networks» more  NN 1998»
15 years 3 months ago
How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies
Learning long-term temporal dependencies with recurrent neural networks can be a difficult problem. It has recently been shown that a class of recurrent neural networks called NA...
Tsungnan Lin, Bill G. Horne, C. Lee Giles
130
Voted
QSHINE
2009
IEEE
15 years 10 months ago
Revisiting a QoE Assessment Architecture Six Years Later: Lessons Learned and Remaining Challenges
In 2003, we presented an architecture for a streaming video quality assessment system [1]. Six years later, many of the challenges outlined in that paper remain. This paper revisit...
Amy Csizmar Dalal
123
Voted
ESANN
2007
15 years 4 months ago
Applying the Episodic Natural Actor-Critic Architecture to Motor Primitive Learning
In this paper, we investigate motor primitive learning with the Natural Actor-Critic approach. The Natural Actor-Critic consists out of actor updates which are achieved using natur...
Jan Peters, Stefan Schaal
PDP
2003
IEEE
15 years 8 months ago
A multi-tiered agent-based architecture for a cooperative learning environment
: In this paper the problem of educational resource management in a cooperative learning environment is discussed. A task model was elaborated to determine both functional and leve...
Eduardo Sánchez Vila, Manuel Lama, Ricardo ...
145
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ECTEL
2009
Springer
15 years 8 months ago
The Conceptual and Architectural Design of a System Supporting Exploratory Learning of Mathematics Generalisation
Abstract. The MiGen project is designing and developing an intelligent, exploratory environment to support 11–14-year-old students in their learning of mathematical generalisatio...
Darren Pearce, Alexandra Poulovassilis