Fakultät für Informatik
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Technische Universität München
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Inferring (biological) signal transduction networks viatransitive reductions of directed graphs
Réka Albert
,
Bhaskar DasGupta
,
Riccardo Dondi
,
Eduardo Sontag
Algorithmica
51
(2), 2008, pp. 129-159
NET-SYNTHESIS: A software for synthesis, inference and simplification of signal transduction networks
Sema Kachalo
,
Ranran Zhang
,
Eduardo Sontag
,
Réka Albert
,
Bhaskar DasGupta
Bioinformatics
24
(2), 2008, pp. 293-295
Inferring dynamic architecture of cellular networks using time series of gene expression, protein and metabolite data
Eduardo Sontag
,
Anatoly Kiyatkin
,
Boris N. Kholodenko
Bioinformatics
20
(12), 2004, pp. 1877-1886
A polynomial-time algorithm for checking equivalence under certain semiring congruences motivated by the state-space isomorphism problem for hybrid systems
Bhaskar DasGupta
,
Eduardo D. Sontag
Theoretical Computer Science
262
(1-2), 2001, pp. 161-189
Vapnik-Chervonenkis dimension of recurrent neural networks
Pascal Koiran
,
Eduardo D. Sontag
Discrete Applied Mathematics
86
(1), 1998, pp. 63-79
Neural networks with quadratic VC dimension
Pascal Koiran
,
Eduardo D. Sontag
Journal of Computer and System Sciences
54
(1), 1997, pp. 190-198
On the computational power of neural nets
Hava T. Siegelmann
,
Eduardo D. Sontag
Journal of Computer and System Sciences
50
(1), 1995, pp. 132-150
Analog computation via neural networks
Hava T. Siegelmann
,
Eduardo D. Sontag
Theoretical Computer Science
131
(2), 1994, pp. 331-360
Some structural complexity aspects of neural computation
José L. Balcázar
,
Ricard Gavaldà
,
Hava T. Siegelmann
,
Eduardo D. Sontag
Proceedings of the 8th Annual Conference on Structure in Complexity Theory, CSCT'93 (San Diego, California, May 1993)
, 1993, pp. 253-265
Finiteness results for sigmoidal ``neural'' networks (extended abstract)
Angus Macintyre
,
Eduardo D. Sontag
Proceedings of the 25th Annual ACM Symposium on Theory of Computing, STOC'93 (San Diego, California, May 16--18, 1993)
, 1993, pp. 325-334
Feedforward nets for interpolation and classification
Eduardo D. Sontag
Journal of Computer and System Sciences
45
, 1992, pp. 20-48
On the computational power of Sigmoid versus Booelean threshold circuits
Wolfgang Maass
,
Georg Schnitger
,
Eduardo D. Sontag
Proceedings of the 32nd Annual IEEE Symposium on Foundations of Computer Science, FOCS'91 (San Juan, Puerto Rico, October 1-4, 1991)
, 1991, pp. 767-776
Conditions for abstract nonlinear regulation
Eduardo D. Sontag
Information and Control
51
, 1981, pp. 105-127
On split realizations of response maps over rings
Eduardo D. Sontag
Information and Control
37
, 1978, pp. 23-33
The lattice of minimal realizations of response maps over rings
Eduardo D. Sontag
Math. Systems Theory
11
, 1977/78, pp. 169-175
On some questions of rationality and decidability
Eduardo D. Sontag
Journal of Computer and System Sciences
11
, 1975, pp. 375-381
On linear systems and noncommutative rings
Eduardo D. Sontag
Math. Systems Theory
9
, 1975/76, pp. 327-344