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» Adaptive synchronization of complex networks
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HIS
2008
13 years 10 months ago
Neural Plasticity and Minimal Topologies for Reward-Based Learning
Artificial Neural Networks for online learning problems are often implemented with synaptic plasticity to achieve adaptive behaviour. A common problem is that the overall learning...
Andrea Soltoggio
AINA
2006
IEEE
14 years 3 months ago
Autonomic Network-layer Multicast Service Towards Consistent Service Quality
In spite of significant work on real-time content distribution, providing consistent service quality across the Internet remains a challenge. Multicast applications further exace...
Björn Brynjúlfsson, Gísli Hj&aa...
JCP
2007
121views more  JCP 2007»
13 years 9 months ago
Learning by Discrimination: A Constructive Incremental Approach
Abstract— This paper presents i-AA1 , a constructive, incremental learning algorithm for a special class of weightless, self-organizing networks. In i-AA1 , learning consists of ...
Christophe G. Giraud-Carrier, Tony R. Martinez
IPPS
1998
IEEE
14 years 1 months ago
Runtime Support for Virtual BSP Computer
Abstract. Several computing environments including wide area networks and nondedicated networks of workstations are characterized by frequent unavailability of the participating ma...
Mohan V. Nibhanupudi, Boleslaw K. Szymanski
GECCO
2008
Springer
148views Optimization» more  GECCO 2008»
13 years 10 months ago
On the effects of node duplication and connection-oriented constructivism in neural XCSF
For artificial entities to achieve high degrees of autonomy they will need to display appropriate adaptability. In this sense adaptability includes representational flexibility gu...
Gerard David Howard, Larry Bull