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Publications

Causal Inference and Explaining Away in a Spiking Network.

Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making.

Simultaneous learning and filtering without delusions: a Bayes-optimal combination of Predictive Inference and Adaptive Filtering.

Optimal multisensory decision-making in a reaction-time task.

Relation between belief and performance in perceptual decision making.

Filtering sensory information with XCSF: improving learning robustness and robot arm control performance.

Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making.

The cost of accumulating evidence in perceptual decision making.

Quick thinking: perceiving in a tenth of a blink of an eye.

A formal framework and extensions for function approximation in learning classifier systems

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