Publications

 
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

file type image Kappen H.J., Ruiz H.C. Journal of Statistical Physics, vol. 162, pp. 1244-1266, 2016

Thalmeier D., Uhlmann M., Memmesheimer R., Kappen H.J. Plos Computational Biology, vol. 12, no. 6, pp. 29-58, 2016

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

file type image Mejias FF., Kappen H.J., Longtin A., Torres J.J. Granada Seminar AIP Proceedings 2013, vol. 1510, pp. 185-194, 2013

file type image Torres J.J., Kappen H.J. Frontiers in Computational Neuroscience, vol. 7, no. 30, pp. 1-13, 2013

file type image Mejias FF., Kappen H.J., Torres J.J. Plos One, vol. 5, no. 11, pp. 1-13, 2010

file type image Mejias FF., Torres J.J., Johnson S., Kappen H.J. Bio-Inspired Systems: Computational and Ambient Intelligence, pp. 17-23, 2009

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

file type image Marinazzo D., Kappen H.J., Gielen C.C.A.M. Neural Computation, vol. 19, pp. 1739-1765, 2007

file type image Torres J.J., Cortes J.M., Marro J., Kappen H.J. Neural Computation, vol. 19, pp. 2739-2755, 2007

file type image Cortes J.M., Torres J.J., Marro J., Garrido P.L., Kappen H.J. Neural Computation, vol. 18, pp. 614-633, 2006

Torres J.J., Cortes J.M., Wemmenhove B., Marro J., Kappen H.J.
Neural automata: the effect of microdynamics on unstable solutions.
UNKNOWN, 2006

file type image Cortes J.M., Garrido P.L., Kappen H.J., Marro J., Morrillas C, Navivad D Proceedings of the AIP Conference, vol. 779, pp. 178-184, 2005

Cornelissen N.L.
Excitability and calcium signaling.
A comparative study on xenopus laevis melonatrope cells and normal rat kidney fibroblasts, pp. 1-221, 2004

file type image Pantic L., Torres J.J., Kappen H.J. Network: Computation in Neural Systems, vol. 14, pp. 17-33, 2003

file type image Torres J.J., Pantic L., Kappen H.J. AIP Conference Proceedings 661, pp. 174-180, 2003

file type image Pantic L., Torres J.J., Kappen H.J., Gielen C.C.A.M. Neural Computation, vol. 14, pp. 2903-2923, 2002

file type image Torres J.J., Pantic L., Kappen H.J. Physical Review E, vol. 66, pp. 061910, 2002

file type image Torres J.J., Willems P.H.G.M., Kappen H.J., Koopman W.J.H. Europhysics Letters, vol. 55, no. 5, pp. 746-752, 2001

file type image Torres J.J., Kappen H.J., Willems P.H.G.M., Koopman W.J.H. Biophysical Journal, vol. 80, pp. 613A, part 2, 2001

file type image Pantic L., Torres J.J., Kappen H.J. Proceedings of CNS'2000, Neurocomputing, vol. 38-40, pp. 285-291, 2000

file type image Cornelissen N.L., Scheenen W.J.J.M., Koopman W.J.H., Roubos E.W., Gielen C.C.A.M. Neural Computation, vol. 13, pp. 113-137, 2000

file type image Stroeve S., Kappen H.J., Gielen C.C.A.M. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 732-737, 1999

file type image Unknown, Torres J.J., Varona P., Huerta R., Weidman P. Physical Review E, vol. 60, no. 2, pp. R1130-1133, 1999

file type image Kappen H.J. Physical Review E, vol. 55, pp. 5849-5858, 1997

file type image Kappen H.J., Verona P. Artificial Neural Networks 6, pp. 101-106, 1996

file type image Kappen H.J., Nijman M.J. Brain Processes, Theories and models. Proceedings W.S. McCullock: 25 years in memoriam., pp. 294-299, 1995