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Neuroscience-inspired perception-action in robotics: applying active inference for state estimation, control and self-perception.

, and . CoRR, (2021)

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Brains on Beats., , , , and . NIPS, page 2101-2109. (2016)Editorial: Artificial Neural Networks as Models of Neural Information Processing., and . Frontiers Comput. Neurosci., (2017)Decoding of task-relevant and task-irrelevant intracranial EEG representations., , , , , and . NeuroImage, (2016)Detecting neural state transitions underlying event segmentation., , and . NeuroImage, (2021)Forward Amortized Inference for Likelihood-Free Variational Marginalization, , , , , , , and . Proceedings of Machine Learning Research, volume 89 of Proceedings of Machine Learning Research, page 777--786. PMLR, (16--18 Apr 2019)Using Background Knowledge to Construct Bayesian Classifiers for Data-Poor Domains., and . SGAI Conf., page 269-282. Springer, (2004)Neuroscience-inspired perception-action in robotics: applying active inference for state estimation, control and self-perception., and . CoRR, (2021)Selecting features for BCI control based on a covert spatial attention paradigm., , , and . Neural Networks, 22 (9): 1271-1277 (2009)Dynamic Bayesian networks as prognostic models for clinical patient management., , and . J. Biomed. Informatics, 41 (4): 515-529 (2008)Virtual Staining for Mitosis Detection in Breast Histopathology., , , , , , and . ISBI, page 1770-1774. IEEE, (2020)