14 search results - page 1 / 3 » Inference, Attention, and Decision in a Bayesian Neural Arch... |
NIPS
2004
13 years 5 months ago
2004
We study the synthesis of neural coding, selective attention and perceptual decision making. We build a hierarchical neural architecture that implements Bayesian integration of no...
IPPS
2007
IEEE
2007
IEEE
Protein Secondary Structure Prediction using Bayesian Inference method on Decision fusion algorithms
13 years 10 months ago
Prediction of protein secondary structure (alpha-helix, beta-sheet, coil) from primary sequence of amino acids is a very challenging task, and the problem has been approached from...
NIPS
2008
13 years 5 months ago
2008
Uncertainty is omnipresent when we perceive or interact with our environment, and the Bayesian framework provides computational methods for dealing with it. Mathematical models fo...
NIPS
2008
13 years 5 months ago
2008
Research in animal learning and behavioral neuroscience has distinguished between two forms of action control: a habit-based form, which relies on stored action values, and a goal...
NIPS
2004
13 years 5 months ago
2004
There is growing evidence from psychophysical and neurophysiological studies that the brain utilizes Bayesian principles for inference and decision making. An important open quest...