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IDEAL
2005
Springer
16 years 3 days ago
Neural Networks: A Replacement for Gaussian Processes?
Abstract. Gaussian processes have been favourably compared to backpropagation neural networks as a tool for regression. We show that a recurrent neural network can implement exact ...
Matthew Lilley, Marcus R. Frean
KI
2005
Springer
16 years 3 days ago
Selecting What Is Important: Training Visual Attention
We present a new, sophisticated algorithm to select suitable training images for our biologically motivated attention system VOCUS. The system detects regions of interest depending...
Simone Frintrop, Gerriet Backer, Erich Rome
OOPSLA
2005
Springer
16 years 3 days ago
Inferring context-free grammars for domain-specific languages
Grammatical inference (or grammar inference) has been applied to various problems in areas such as computational biology, and speech and pattern recognition but its application to...
Faizan Javed
IAT
2003
IEEE
15 years 12 months ago
Assistive Ecologies - Bio-mimetic Design Of Ambient Intelligence
Facing great challenges in designing better assistive technology with ever more complex and pervasive IT systems we need a general change in our understanding of designing IT. Way...
Mikkel Holm Sørensen
SSDBM
2003
IEEE
118views Database» more  SSDBM 2003»
15 years 12 months ago
A Practical Approach for Microscopy Imaging Data Management (MIDM) in Neuroscience
Current data management approaches can easily handle the relatively simple requirements for molecular biology research but not the more varied and sophisticated microscopy imaging...
Shenglan Zhang, Xufei Qian, Amarnath Gupta, Maryan...