Hilbert J. Kappen - Publications, H-index & Citations

Hilbert J. Kappen

Radboud University Nijmegen

34H指数

201论文数

4.7K被引数

收录论文 19

发表时间

Training quantum Boltzmann machines with the β-variational quantum eigensolver 用 β-变分量子本征求解器训练量子玻尔兹曼机

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-04-18

OAAI

Huijgen, Onno; Coopmans, Luuk; Najafi, Peyman; Benedetti, Marcello; Kappen, Hilbert J.

Stochastic Syncing in Sinusoidally Driven Atomic Orbital Memory

ACS NANO

IF16

2024-01-30

OAAI

van Weerdenburg, Werner M. J.; Osterhage, Hermann; Christianen, Ruben; Junghans, Kira; Dominguez, Eduardo; Kappen, Hilbert J.; Khajetoorians, Alexander Ako

An atomic Boltzmann machine capable of self-adaption

NATURE NANOTECHNOLOGY

IF34.9

2021-02-01

OAAI

Kiraly, Brian; Knol, Elze J.; van Weerdenburg, Werner M. J.; Kappen, Hilbert J.; Khajetoorians, Alexander A.

Bayesian neural networks with variable selection for prediction of genotypic values

GENETICS SELECTION EVOLUTION

IF3.1

2020-05-15

OAAI

van Bergen, Giel H. H.; Duenk, Pascal; Albers, Cornelis A.; Bijma, Piter; Calus, Mario P. L.; Wientjes, Yvonne C. J.; Kappen, Hilbert J.

Minimal navigation solution for a swarm of tiny flying robots to explore an unknown environment

SCIENCE ROBOTICS

IF27.5

2019-10-30

163

OAAI

McGuire, K. N.; De Wagter, C.; Tuyls, K.; Kappen, H. J.; de Croon, G. C. H. E.

An Iterative Method for Nonlinear Stochastic Optimal Control Based on Path Integrals 基于路径积分的非线性随机最优控制迭代方法

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2017-01-01

OAAI

Satoh, Satoshi; Kappen, Hilbert J.; Saeki, Masami

Quantitative analysis of task selection for brain-computer interfaces

JOURNAL OF NEURAL ENGINEERING

IF3.8

2014-07-31

OAAI

Llera, Alberto; Gomez, Vicenc; Kappen, Hilbert J.

The Variational Garrote

MACHINE LEARNING

IF2.9

2013-12-06

OAAI

Kappen, Hilbert J.; Gomez, Vincenc

Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model

MACHINE LEARNING

IF2.9

2013-05-14

158

OAAI

Azar, Mohammad Gheshlaghi; Munos, Remi; Kappen, Hilbert J.

Optimal control as a graphical model inference problem

MACHINE LEARNING

IF2.9

2012-02-01

193

OAAI

Kappen, Hilbert J.; Gomez, Vicenc; Opper, Manfred

On the use of interaction error potentials for adaptive brain computer interfaces 关于将交互错误电位用于自适应脑机接口

NEURAL NETWORKS

IF6.3

2011-12-01

OAAI

Llera, A.; van Gerven, M. A. J.; Gomez, V.; Jensen, O.; Kappen, H. J.

Symmetry breaking and training from incomplete data with radial basis Boltzmann machines

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2011-11-21

PREAI

Nijman, MJ; Kappen, HJ

Multipoint approximations of identity-by-descent probabilities for accurate linkage analysis of distantly related individuals

AMERICAN JOURNAL OF HUMAN GENETICS

IF8.1

2008-03-01

OAAI

Albers, Cornelis A.; Stankovich, Jim; Thomson, Russell; Bahlo, Melanie; Kappen, Hilbert J.

Haplotype inference in general pedigrees using the cluster variation method

GENETICS

IF5.1

2007-10-01

OAAI

Albers, Cornelis A.; Heskes, Tom; Kappen, Hilbert J.

Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation

NEUROCOMPUTING

IF6.5

2007-06-01

OAAI

Torres, J. J.; Cortes, J. M.; Marro, J.; Kappen, H. J.

On the role of dynamical synapses in coincidence detection

NEUROCOMPUTING

IF6.5

2001-06-01

PREAI

Pantic, L; Torres, JJ; Kappen, HJ

Learning in higher order Boltzmann machines using linear response

NEURAL NETWORKS

IF6.3

2000-04-01

OAAI

Leisink, MAR; Kappen, HJ

Approximate inference for medical diagnosis

PATTERN RECOGNITION LETTERS

IF3.3

1999-11-01

OAAI

Wiegerinck, WAJJ; Kappen, HJ; ter Braak, EWMT; ter Burg, WJPP; Nijman, MJ; O, YL; Neijt, JP

Mean field approach to learning in Boltzmann Machines

PATTERN RECOGNITION LETTERS

IF3.3

1997-11-01

OAAI

Kappen, HJ; Rodriguez, FB

研究方向