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NeuroImage (Orlando, Fla.), ISSN 1053-8119, 2018, Volume 181, pp. 44 - 54
Journal Article
Journal Article
Neural networks, ISSN 0893-6080, 2001, Volume 14, Issue 3, pp. 257 - 274
We give a short review on the Bayesian approach for neural network learning and demonstrate the advantages of the approach in three real applications. We... 
Bayesian data analysis | Hirarchical models | Comparison of models | Neural networks | DISTRIBUTIONS | A-PRIORI DISTINCTIONS | neural networks | LEARNING ALGORITHMS | hirarchical models | FRAMEWORK | CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | comparison of models | Algorithms | Bayes Theorem | Neural Networks (Computer)
Journal Article
Neural computation, ISSN 1530-888X, 2002, Volume 14, Issue 10, pp. 2439 - 2468
...LETTER Communicated by Manfred Opper Bayesian Model Assessment and Comparison Using Cross-V alidation Predictive Densities Aki Vehtari Aki.Vehtari@hut.fi Jouko... 
CHOICE | BOOTSTRAP | INFERENCE | NEUROSCIENCES | A-PRIORI DISTINCTIONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Reproducibility of Results | Pattern Recognition, Visual | Robotics | Arm - physiology | Bayes Theorem | Neural Networks (Computer)
Journal Article
PloS one, ISSN 1932-6203, 2012, Volume 7, Issue 10, p. e46872
...Author(s): Jaakko Kauramaki 1 , * , Iiro P. Jaaskelainen 1 , Jarno L. Hanninen 1 , Toni Auranen 2 , 3 , Aapo Nummenmaa 4 , Jouko Lampinen 1 , Mikko Sams 1... 
SURFACE-BASED ANALYSIS | CRITICAL-BAND | NORMALIZATION MODEL | HIGH-RESOLUTION FMRI | NEUROMAGNETIC RESPONSES | MULTIDISCIPLINARY SCIENCES | SUSTAINED MAGNETIC-FIELDS | HUMAN-BRAIN | HUMAN AUDITORY-CORTEX | SHORT-TERM PLASTICITY | RECEPTIVE-FIELDS | Acoustic Stimulation | Noise | Humans | Male | Sound | Auditory Cortex - physiology | Auditory Perception - physiology | Auditory Threshold | Psychomotor Performance - physiology | Young Adult | Attention - physiology | Analysis of Variance | Time Factors | Discrimination (Psychology) - physiology | Evoked Potentials, Auditory - physiology | Brain Mapping | Magnetoencephalography - methods | Adult | Female | Photic Stimulation | Physiological aspects | Usage | Research | Magnetoencephalography | Attention | Brain | Visual cortex | Nuclear magnetic resonance--NMR | Laboratories | Adaptive filters | Science | Visual stimuli | Cortex (somatosensory) | Electroencephalography | Acoustics | Visual task performance | Background noise | Auditory discrimination | Engineering | Visual tasks | Biomedical engineering | Cortex (auditory) | Continuous noise | Neurons | Notches | Visual discrimination | Auditory stimuli | Hemispheric laterality | Latency | Studies | Evoked response (psychophysiology) | Visual thresholds | Human performance | Visual control | Nuclear magnetic resonance | NMR
Journal Article
World Academy of Science, Engineering and Technology, ISSN 2010-376X, 12/2009, Volume 36, pp. 406 - 412
Journal Article
Journal of Mathematical Imaging and Vision, ISSN 0924-9907, 11/1992, Volume 2, Issue 2-3, pp. 261 - 272
A multilayer hierarchical self-organizing map (HSOM) is discussed as an unsupervised clustering method. The HSOM is shown to form arbitrarily complex clusters,... 
cluster analysis | self-organizing maps | neural networks | Algorithms
Journal Article
Neurocomputing, ISSN 0925-2312, 2007, Volume 70, Issue 13, pp. 2331 - 2341
This article presents the winning solution to the CATS time series prediction competition. The solution is based on classical optimal linear estimation theory.... 
CATS benchmark | Bayesian filtering | Kalman smoother | Optimal filtering | Kalman filter | optimal filtering | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Cats | Analysis
Journal Article
Information fusion, ISSN 1566-2535, 2007, Volume 8, Issue 1, pp. 2 - 15
Journal Article
2015, ISBN 0128028068, 329
In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of... 
Independent component analysis | Computer science | Neural networks (Computer science)
eBook