An atomic Boltzmann machine capable of self-adaption
Kiraly, Brian, Knol, Elze J., van Weerdenburg, Werner M. J., Kappen, Hilbert J., Khajetoorians, Alexander A.
Published in Nature nanotechnology (01.04.2021)
Published in Nature nanotechnology (01.04.2021)
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Journal Article
Learning Universal Computations with Spikes
Thalmeier, Dominik, Uhlmann, Marvin, Kappen, Hilbert J, Memmesheimer, Raoul-Martin
Published in PLoS computational biology (01.06.2016)
Published in PLoS computational biology (01.06.2016)
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Journal Article
An Iterative Method for Nonlinear Stochastic Optimal Control Based on Path Integrals
Satoh, Satoshi, Kappen, Hilbert J., Saeki, Masami
Published in IEEE transactions on automatic control (01.01.2017)
Published in IEEE transactions on automatic control (01.01.2017)
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Journal Article
Training quantum Boltzmann machines with the β-variational quantum eigensolver
Huijgen, Onno, Coopmans, Luuk, Najafi, Peyman, Benedetti, Marcello, Kappen, Hilbert J
Published in Machine learning: science and technology (01.06.2024)
Published in Machine learning: science and technology (01.06.2024)
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Journal Article
Bayesian neural networks with variable selection for prediction of genotypic values
van Bergen, Giel H H, Duenk, Pascal, Albers, Cornelis A, Bijma, Piter, Calus, Mario P L, Wientjes, Yvonne C J, Kappen, Hilbert J
Published in Genetics selection evolution (Paris) (15.05.2020)
Published in Genetics selection evolution (Paris) (15.05.2020)
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Journal Article
Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model
Gheshlaghi Azar, Mohammad, Munos, Rémi, Kappen, Hilbert J.
Published in Machine learning (01.06.2013)
Published in Machine learning (01.06.2013)
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Journal Article
Why adiabatic quantum annealing is unlikely to yield speed-up
Villanueva, Aarón, Najafi, Peyman, Kappen, Hilbert J
Published in Journal of physics. A, Mathematical and theoretical (17.11.2023)
Published in Journal of physics. A, Mathematical and theoretical (17.11.2023)
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Journal Article
Time-integrated position error accounts for sensorimotor behavior in time-constrained tasks
Tramper, Julian J, van den Broek, Bart, Wiegerinck, Wim, Kappen, Hilbert J, Gielen, Stan
Published in PloS one (21.03.2012)
Published in PloS one (21.03.2012)
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Journal Article
Action selection in growing state spaces: control of network structure growth
Thalmeier, Dominik, Gómez, Vicenç, Kappen, Hilbert J
Published in Journal of physics. A, Mathematical and theoretical (20.01.2017)
Published in Journal of physics. A, Mathematical and theoretical (20.01.2017)
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Journal Article
Stochastic optimal control as non-equilibrium statistical mechanics: calculus of variations over density and current
Chernyak, Vladimir Y, Chertkov, Michael, Bierkens, Joris, Kappen, Hilbert J
Published in Journal of physics. A, Mathematical and theoretical (17.01.2014)
Published in Journal of physics. A, Mathematical and theoretical (17.01.2014)
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Journal Article
Postoperative Delirium After Intracranial Surgery: A Retrospective Cohort Study
Kappen, Pablo R., Kappen, Hilbert J., Dirven, Clemens M.F., Klimek, Markus, Jeekel, Johannes, Andrinopoulou, Elrozy R., Osse, Robert J., Vincent, Arnaud J.P.E.
Published in World neurosurgery (01.04.2023)
Published in World neurosurgery (01.04.2023)
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Journal Article
Quantitative analysis of task selection for brain-computer interfaces
Llera, Alberto, Gómez, Vicenç, Kappen, Hilbert J
Published in Journal of neural engineering (01.10.2014)
Published in Journal of neural engineering (01.10.2014)
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Journal Article
A generative model for music transcription
Cemgil, A.T., Kappen, H.J., Barber, D.
Published in IEEE transactions on audio, speech, and language processing (01.03.2006)
Published in IEEE transactions on audio, speech, and language processing (01.03.2006)
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Journal Article