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NIPS
2008
15 years 8 months ago
Self-organization using synaptic plasticity
Large networks of spiking neurons show abrupt changes in their collective dynamics resembling phase transitions studied in statistical physics. An example of this phenomenon is th...
Vicenç Gómez, Andreas Kaltenbrunner,...
SEBD
2008
206views Database» more  SEBD 2008»
15 years 8 months ago
Efficient and Effective Query Answering in a PDMS with SUNRISE
Abstract. Peer Data Management Systems (PDMSs) have been recently proposed as an evolution of Peer-To-Peer (P2P) systems toward a more semantics-based description of peers' co...
Federica Mandreoli, Riccardo Martoglia, Wilma Penz...
ESANN
2004
15 years 8 months ago
Neural methods for non-standard data
Standard pattern recognition provides effective and noise-tolerant tools for machine learning tasks; however, most approaches only deal with real vectors of a finite and fixed dime...
Barbara Hammer, Brijnesh J. Jain
GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
15 years 7 months ago
iBOA: the incremental bayesian optimization algorithm
This paper proposes the incremental Bayesian optimization algorithm (iBOA), which modifies standard BOA by removing the population of solutions and using incremental updates of t...
Martin Pelikan, Kumara Sastry, David E. Goldberg
ICWE
2010
Springer
15 years 5 months ago
A Triple Space-Based Semantic Distributed Middleware for Internet of Things
Abstract. In the Internet of Things several objects with network capabilities are connected over a self-configured local network with other objects to interact and share knowledge...
Aitor Gómez-Goiri, Diego López-de-Ip...