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ESSMAC
2003
Springer
16 years 3 days ago
Nonlinear Predictive Control with a Gaussian Process Model
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
Jus Kocijan, Roderick Murray-Smith
ISCAS
2008
IEEE
169views Hardware» more  ISCAS 2008»
16 years 1 months ago
Sigma-delta learning for super-resolution independent component analysis
— Many source separation algorithms fail to deliver robust performance in presence of artifacts introduced by cross-channel redundancy, non-homogeneous mixing and highdimensional...
Amin Fazel, Shantanu Chakrabartty
ISSS
2000
IEEE
111views Hardware» more  ISSS 2000»
15 years 11 months ago
Systematic Data Reuse Exploration Methodology for Irregular Access Patterns
Efficient use of an optimized custom memory hierarchy to exploit temporal locality in the memory accesses on array signals can have a very large impact on the power consumption i...
Tanja Van Achteren, Rudy Lauwereins, Francky Catth...
166
Voted
IJON
2006
84views more  IJON 2006»
15 years 6 months ago
Dynamic regulation of spike-timing dependent plasticity in electrosensory processing
This study investigates the control of spike-timing dependent plasticity (STDP) by regulation of the dendritic spike threshold of the postsynaptic neuron. The control of synaptic ...
Patrick D. Roberts, Gerardo Lafferriere, Nathaniel...
IJCAI
2001
15 years 8 months ago
Behavior Planning for a Reflexive Agent
The aim of our research is to build a Reflexive Agent, that is able to either manifest an emotion it is feeling or to hide it. If the Agent decides to manifest its emotion, it can...
Berardina De Carolis, Catherine Pelachaud, Isabell...