Ruiz Euler H.C., Rebelo Marques J.P , Kappen H.J.
Nonlinear deconvolution by sampling biophysically plausible hemodynamic models.
arxiv,
2018
Ruiz Euler H.C., Kappen H.J.
Effective connectivity from single trial fmri data by sampling biologically plausible models.
arxiv,
2018
Thalmeier D., Gómez V., Kappen H.J.
Action selection in growing state spaces:
control of network structure growth.
Journal of Physics A,
vol. 50,
pp. 1-21,
2017
Ruiz H.C., Kappen H.J.
Particle smoothing for hidden diffusion processes: adaptive path integral smoother.
IEEE Transactions on Signal Processing,
vol. 65,
pp. 3391-3203,
2017
McGuire, K.N., Croon G. de, Tuyls K., Kappen H.J.
Efficient optical flow and stereo vision for an autonomous pocket drone..
IEEE transactions on Automatic Control,
vol. 2,
pp. 1070-1076,
2017
Nauta J., Thalmeier D., Kappen H.J.
About path integrals, trust regions and feynman diagrams.
Master Thesis,
2017
Thalmeier D., Gómez V., Kappen H.J.
Optimal control of network structure growth.
NIPS workshop on Advances in Approximate Bayesian Inference,
2016
Ruiz Euler, Kappen H.J.
Smoothing estimates of diffusion processes.
NIPS workshop on Advances in Approximate Bayesian Inference,
2016
Kappen H.J., Ruiz H.C., Christian H.
Adaptive importance sampling for control and inference.
Journal of Statistical Physics,
2015
Thalmeier D., Uhlmann M., Memmesheimer R., Kappen H.J.
Learning universal computations with spikes.
UNKNOWN,
2015
Torres J.J., Marro J., Cortes J.M., Wemmenhove B.
Instabilities in attractor networks with fast synaptic fluctuations and partial updating of the neurons activity..
Neural Networks,
vol. 21,
no. 9,
pp. 1272-1277,
2008
Torres J.J., Marro J., Cortes J.M., Kappen H.J.
Attractor neural networks with activity-dependent synapses: the role
of synaptic facilitation..
Neurocomputing,
vol. 70,
no. 10-12,
pp. 2022-2025,
2007
Torres J.J., Cortes J.M., Wemmenhove B., Marro J., Kappen H.J.
Neural automata: the effect of microdynamics on unstable solutions.
UNKNOWN,
2006
Cornelissen N.L.
Excitability and calcium signaling.
A comparative study on xenopus laevis melonatrope cells and normal rat kidney fibroblasts,
pp. 1-221,
2004