Hilbert J. Kappen

	2009
38		Jorge F. Mejías, Joaquín J. Torres, Samuel Johnson, Hilbert J. Kappen: Switching Dynamics of Neural Systems in the Presence of Multiplicative Colored Noise. IWANN (1) 2009: 17-23
37		Vicenç Gómez, Hilbert J. Kappen, M. Chertkov: Approximate inference on planar graphs using Loop Calculus and Belief Propagation CoRR abs/0901.0786: (2009)
	2008
36		Joris M. Mooij, Hilbert J. Kappen: Bounds on marginal probability distributions. NIPS 2008: 1105-1112
35		Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen: Self-organization using synaptic plasticity. NIPS 2008: 513-520
	2007
34		Bastian Wemmenhove, Joris M. Mooij, Wim Wiegerinck, Martijn A. R. Leisink, Hilbert J. Kappen, Jan P. Neijt: Inference in the Promedas Medical Expert System. AIME 2007: 456-460
33		Joris M. Mooij, Hilbert J. Kappen: Sufficient Conditions for Convergence of the Sum-Product Algorithm. IEEE Transactions on Information Theory 53(12): 4422-4437 (2007)
32		Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen: Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks. Neural Computation 19(10): 2739-2755 (2007)
31		Daniele Marinazzo, Hilbert J. Kappen, Stan C. A. M. Gielen: Input-Driven Oscillations in Networks with Excitatory and Inhibitory Neurons with Dynamic Synapses. Neural Computation 19(7): 1739-1765 (2007)
30		Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen: Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation. Neurocomputing 70(10-12): 2022-2025 (2007)
	2006
29		Cornelis A. Albers, Martijn A. R. Leisink, Hilbert J. Kappen: The Cluster Variation Method for Efficient Linkage Analysis on Extended Pedigrees. BMC Bioinformatics 7(S-1): (2006)
28		T. Rizzo, Bastian Wemmenhove, Hilbert J. Kappen: On Cavity Approximations for Graphical Models CoRR abs/cond-mat/0608312: (2006)
27		Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen: Truncating the loop series expansion for Belief Propagation CoRR abs/cs/0612109: (2006)
26		Jesús M. Cortés, Joaquín J. Torres, Joaquín Marro, P. L. Garrido, Hilbert J. Kappen: Effects of Fast Presynaptic Noise in Attractor Neural Networks. Neural Computation 18(3): 614-633 (2006)
	2005
25		Joris M. Mooij, Hilbert J. Kappen: Sufficient Conditions for Convergence of Loopy Belief Propagation. UAI 2005: 396-403
24		Joris M. Mooij, Hilbert J. Kappen: Sufficient conditions for convergence of the Sum-Product Algorithm CoRR abs/cs/0504030: (2005)
	2004
23		Joris M. Mooij, Hilbert J. Kappen: Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks. NIPS 2004
	2003
22		Martijn A. R. Leisink, Hilbert J. Kappen: Bound Propagation. J. Artif. Intell. Res. (JAIR) 19: 139-154 (2003)
	2002
21		Martijn A. R. Leisink, Hilbert J. Kappen, Han G. Brunner: Linkage Analysis: A Bayesian Approach. ICANN 2002: 595-600
20		Martijn A. R. Leisink, Hilbert J. Kappen: General Lower Bounds based on Computer Generated Higher Order Expansions. UAI 2002: 293-300
19		Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen, Stan C. A. M. Gielen: Associative Memory with Dynamic Synapses. Neural Computation 14(12): 2903-2923 (2002)
	2001
18		Hilbert J. Kappen, Wim Wiegerinck: Novel iteration schemes for the Cluster Variation Method. NIPS 2001: 415-422
17		Martijn A. R. Leisink, Hilbert J. Kappen: A Tighter Bound for Graphical Models. Neural Computation 13(9): 2149-2171 (2001)
16		Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen: On the role of dynamical synapses in coincidence detection. Neurocomputing 38-40: 285-291 (2001)
	2000
15		Hilbert J. Kappen, Wim Wiegerinck: Second Order Approximations for Probability Models. NIPS 2000: 238-244
14		Martijn A. R. Leisink, Hilbert J. Kappen: A Tighter Bound for Graphical Models. NIPS 2000: 266-272
13		Shotaro Akaho, Hilbert J. Kappen: Nonmonotonic Generalization Bias of Gaussian Mixture Models. Neural Computation 12(6): 1411-1427 (2000)
12		Martijn A. R. Leisink, Hilbert J. Kappen: Learning in higher order Boltzmann machines using linear response. Neural Networks 13(3): 329-335 (2000)
	1999
11		Wim Wiegerinck, Hilbert J. Kappen, E. W. M. T. ter Braak, W. J. P. P. ter Burg, Marcel J. Nijman, Y. L. O, Jan P. Neijt: Approximate inference for medical diagnosis. Pattern Recognition Letters 20(11-13): 1231-1239 (1999)
	1998
10		Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz: Efficient Learning in Boltzmann Machines Using Linear Response Theory. Neural Computation 10(5): 1137-1156 (1998)
	1997
9		Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz: Accelerated Learning in Boltzmann Machines Using Mean Field Theory. ICANN 1997: 301-306
8		Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz: Boltzmann Machine Learning Using Mean Field Theory and Linear Response Correction. NIPS 1997
7		Marcel J. Nijman, Hilbert J. Kappen: Symmetry Breaking and Training from Incomplete Data with Radial Basis Boltzmann Machines. Int. J. Neural Syst. 8(3): 301-315 (1997)
6		Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz: Mean field approach to learning in Boltzmann Machine. Pattern Recognition Letters 18(11-13): 1317-1322 (1997)
	1996
5		Hilbert J. Kappen, Pablo Varona: Dynamic Feature Linking in Stochastic Networks with Short Range Interactions. ICANN 1996: 101-106
4		Marcel J. Nijman, Hilbert J. Kappen: Efficient Learning in Sparsely Connected Boltzmann Machines. ICANN 1996: 41-46
3		David M. J. Tax, Hilbert J. Kappen: Learning Structure with Many-Take-All Networks. ICANN 1996: 95-100
	1995
2		Hilbert J. Kappen: Deterministic learning rules for boltzmann machines. Neural Networks 8(4): 537-548 (1995)
	1990
1		Hilbert J. Kappen, C. Gielen: Neurocomputing research in The Netherlands. Neurocomputing 2(1): 35-38 (1990)

Coauthor Index

1	Shotaro Akaho	[13]
2	Cornelis A. Albers	[29]
3	E. W. M. T. ter Braak	[11]
4	Han G. Brunner	[21]
5	W. J. P. P. ter Burg	[11]
6	M. Chertkov	[37]
7	Jesús M. Cortés	[26] [30] [32]
8	P. L. Garrido	[26]
9	C. Gielen	[1]
10	Stan C. A. M. Gielen	[19] [31]
11	Vicenç Gómez	[27] [35] [37]
12	Samuel Johnson	[38]
13	Andreas Kaltenbrunner	[35]
14	Martijn A. R. Leisink	[12] [14] [17] [20] [21] [22] [29] [34]
15	Vicente López	[35]
16	Daniele Marinazzo	[31]
17	Joaquín Marro	[26] [30] [32]
18	Jorge F. Mejías	[38]
19	Joris M. Mooij	[23] [24] [25] [27] [33] [34] [36]
20	Jan P. Neijt	[11] [34]
21	Marcel J. Nijman	[4] [7] [11]
22	Y. L. O	[11]
23	Francisco de Borja Rodríguez Ortiz	[6] [8] [9] [10]
24	Lovorka Pantic	[16] [19]
25	T. Rizzo	[28]
26	David M. J. Tax	[3]
27	Joaquín J. Torres	[16] [19] [26] [30] [32] [38]
28	Pablo Varona	[5]
29	Bastian Wemmenhove	[28] [34]
30	Wim Wiegerinck	[11] [15] [18] [34]

Colors in the list of coauthors