Publications of DA Braun

Grau-Moya, J.; Krüger, M.; Braun, D.: Non-Equilibrium Relations for Bounded Rational Decision-Making in Changing Environments. Entropy 20 (1), 1, pp. 1 - 28 (2018)

Genewein, T.; Braun, D.: Bio-inspired feedback-circuit implementation of discrete, free energy optimizing, winner-take-all computations. Biological Cybernetics 110 (2), pp. 135 - 150 (2016)

Grau-Moya, J.; Ortega, P.; Braun, D.: Decision-Making under Ambiguity Is Modulated by Visual Framing, but Not by Motor vs. Non-Motor Context: Experiments and an Information-Theoretic Ambiguity Model. PLoS One 11 (4), pp. 1 - 21 (2016)

Ortega, P.; Braun, D.: What is epistemic value in free energy models of learning and acting? A bounded rationality perspective. Cognitive Neuroscience 6 (4), pp. 215 - 216 (2015)

Peng, Z.; Braun, D.: Entropic Movement Complexity Reflects Subjective Creativity Rankings of Visualized Hand Motion Trajectories. Frontiers in Psychology 6, 1879, pp. 1 - 13 (2015)

Genewein, T.; Leibfried, F.; Grau-Moya, J.; Braun, D.: Bounded rationality, abstraction and hierarchical decision-making: an information-theoretic optimality principle. Frontiers in Robotics and AI 2, 27, pp. 1 - 24 (2015)

Genewein, T.; Hez, E.; Razzaghpanah, Z.; Braun, D.: Structure Learning in Bayesian Sensorimotor Integration. PLoS Computational Biology 11 (8), pp. 1 - 27 (2015)

Leibfried, F.; Grau-Moya, J.; Braun, D.: Signaling equilibria in sensorimotor interactions. Cognition 141, pp. 73 - 86 (2015)

Leibfried, F.; Braun, D.: A Reward-Maximizing Spiking Neuron as a Bounded Rational Decision Maker. Neural Computation 27 (8), pp. 1686 - 1720 (2015)

Braun, D.; Ortega, P.: Information-Theoretic Bounded Rationality and ε-Optimality. Entropy 16 (8), pp. 4662 - 4676 (2014)

Genewein, T.; Braun, D.: Occam's Razor in sensorimotor learning. Proceedings of the Royal Society of London B 281 (1783), 20132952, pp. 1 - 7 (2014)

Ortega, P.; Braun, D.: Generalized Thompson sampling for sequential decision-making and causal inference. Complex Adaptive Systems Modeling 2 (2), pp. 1 - 23 (2014)

Peng, Z.; Genewein, T.; Braun, D.: Assessing randomness and complexity in human motion trajectories through analysis of symbolic sequences. Frontiers in Human Neuroscience 8, 168, pp. 1 - 13 (2014)

Braun, D.: Structural learning. Scholarpedia 8 (10), p. 12312 (2013)

Grau-Moya, J.; Hez, E.; Pezzulo, G.; Braun, D.: The effect of model uncertainty on cooperation in sensorimotor interactions. Journal of the Royal Society Interface 10 (87), pp. 1 - 11 (2013)

Ortega, P. A.; Braun, D. A.: Thermodynamics as a theory of decision-making with information-processing costs. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 469 (2153), 20120683, pp. 1 - 18 (2013)

Genewein, T.; Braun, D.: A sensorimotor paradigm for Bayesian model selection. Frontiers in Human Neuroscience 6, 291, pp. 1 - 16 (2012)

Grau-Moya, J.; Ortega, P.; Braun, D.: Risk-Sensitivity in Bayesian Sensorimotor Integration. PLoS Computational Biology 8 (9), pp. 1 - 7 (2012)

Turnham, E.; Braun, D.; Wolpert, D.: Facilitation of learning induced by both random and gradual visuomotor task variation. Journal of Neurophysiology 107 (4), pp. 1111 - 1122 (2012)

Braun, D.; Aertsen, A.; Paz, R.; Vaadia, E.; Rotter, S.; Mehring, C.: Online adaptation and over-trial learning in macaque visuomotor control. Frontiers in Computational Neuroscience 5, 27, pp. 1 - 9 (2011)