| 2008 |
|---|
| 55 | EE | Chikoo Oosawa,
Michael A. Savageau,
Abdul Salam Jarrah,
Reinhard C. Laubenbacher,
Eduardo D. Sontag:
Stabilizing and Destabilizing Effects of Embedding 3-Node Subgraphs on the State Space of Boolean Networks.
ACRI 2008: 100-107 |
| 54 | EE | Réka Albert,
Bhaskar DasGupta,
Riccardo Dondi,
Eduardo D. Sontag:
Inferring (Biological) Signal Transduction Networks via Transitive Reductions of Directed Graphs.
Algorithmica 51(2): 129-159 (2008) |
| 53 | EE | Sema Kachalo,
Ranran Zhang,
Eduardo D. Sontag,
Réka Albert,
Bhaskar DasGupta:
NET-SYNTHESIS: a software for synthesis, inference and simplification of signal transduction networks.
Bioinformatics 24(2): 293-295 (2008) |
| 2007 |
|---|
| 52 | EE | Réka Albert,
Bhaskar DasGupta,
Riccardo Dondi,
Sema Kachalo,
Eduardo D. Sontag,
Alexander Zelikovsky,
Kelly Westbrooks:
A Novel Method for Signal Transduction Network Inference from Indirect Experimental Evidence.
WABI 2007: 407-419 |
| 51 | EE | Piotr Berman,
Bhaskar DasGupta,
Eduardo D. Sontag:
Randomized approximation algorithms for set multicover problems with applications to reverse engineering of protein and gene networks.
Discrete Applied Mathematics 155(6-7): 733-749 (2007) |
| 50 | EE | Réka Albert,
Bhaskar DasGupta,
Riccardo Dondi,
Sema Kachalo,
Eduardo D. Sontag,
Alexander Zelikovsky,
Kelly Westbrooks:
A Novel Method for Signal Transduction Network Inference from Indirect Experimental Evidence.
Journal of Computational Biology 14(7): 927-949 (2007) |
| 2006 |
|---|
| 49 | EE | Bhaskar DasGupta,
German A. Enciso,
Eduardo D. Sontag,
Yi Zhang:
Algorithmic and Complexity Results for Decompositions of Biological Networks into Monotone Subsystems.
WEA 2006: 253-264 |
| 48 | EE | Eduardo D. Sontag,
Madalena Chaves:
Exact computation of amplification for a class of nonlinear systems arising from cellular signaling pathways.
Automatica 42(11): 1987-1992 (2006) |
| 47 | EE | Murat Arcak,
Eduardo D. Sontag:
Diagonal stability of a class of cyclic systems and its connection with the secant criterion.
Automatica 42(9): 1531-1537 (2006) |
| 46 | EE | Réka Albert,
Bhaskar DasGupta,
Riccardo Dondi,
Eduardo D. Sontag:
Inferring (Biological) Signal Transduction Networks via Transitive Reductions of Directed Graphs
Electronic Colloquium on Computational Complexity (ECCC)(010): (2006) |
| 45 | EE | Wolfgang Maass,
Prashant Joshi,
Eduardo D. Sontag:
Computational aspects of feedback in neural circuits.
Electronic Colloquium on Computational Complexity (ECCC) 13(137): (2006) |
| 2005 |
|---|
| 44 | EE | Wolfgang Maass,
Prashant Joshi,
Eduardo D. Sontag:
Principles of real-time computing with feedback applied to cortical microcircuit models.
NIPS 2005 |
| 2004 |
|---|
| 43 | EE | Piotr Berman,
Bhaskar DasGupta,
Eduardo D. Sontag:
Randomized Approximation Algorithms for Set Multicover Problems with Applications to Reverse Engineering of Protein and Gene Networks.
APPROX-RANDOM 2004: 39-50 |
| 42 | EE | Eduardo D. Sontag,
Anatoly Kiyatkin,
Boris N. Kholodenko:
Inferring dynamic architecture of cellular networks using time series of gene expression, protein and metabolite data.
Bioinformatics 20(12): 1877-1886 (2004) |
| 2003 |
|---|
| 41 | EE | Patrick De Leenheer,
David Angeli,
Eduardo D. Sontag:
A Feedback Perspective for Chemostat Models with Crowding Effects.
POSTA 2003: 167-174 |
| 40 | EE | Patrick De Leenheer,
David Angeli,
Eduardo D. Sontag:
Small-gain Theorems for Predator-prey Systems.
POSTA 2003: 191-198 |
| 2001 |
|---|
| 39 | EE | Bhaskar DasGupta,
Eduardo D. Sontag:
A polynomial-time algorithm for checking equivalence under certain semiring congruences motivated by the state-space isomorphism problem for hybrid systems.
Theor. Comput. Sci. 262(1): 161-189 (2001) |
| 2000 |
|---|
| 38 | | Thomas Natschläger,
Wolfgang Maass,
Eduardo D. Sontag,
Anthony M. Zador:
Processing of Time Series by Neural Circuits with Biologically Realistic Synaptic Dynamics.
NIPS 2000: 145-151 |
| 37 | EE | Pirkko Kuusela,
Daniel Ocone,
Eduardo D. Sontag:
Learning Complexity Dimensions for a Continuous-Time Control System
CoRR math.OC/0012163: (2000) |
| 36 | EE | Wolfgang Maass,
Eduardo D. Sontag:
Neural Systems as Nonlinear Filters
Electronic Colloquium on Computational Complexity (ECCC) 7(31): (2000) |
| 35 | | Wolfgang Maass,
Eduardo D. Sontag:
Neural Systems as Nonlinear Filters.
Neural Computation 12(8): 1743-1772 (2000) |
| 1999 |
|---|
| 34 | | Wolfgang Maass,
Eduardo D. Sontag:
Analog Neural Nets with Gaussian or Other Common Noise Distribution Cannot Recognize Arbitrary Regular Languages.
Neural Computation 11(3): 771-782 (1999) |
| 1998 |
|---|
| 33 | EE | Wolfgang Maass,
Eduardo D. Sontag:
A Precise Characterization of the Class of Languages Recognized by Neural Nets under Gaussian and Other Common Noise Distributions.
NIPS 1998: 281-287 |
| 32 | EE | Pascal Koiran,
Eduardo D. Sontag:
Vapnik-Chervonenkis Dimension of Recurrent Neural Networks.
Discrete Applied Mathematics 86(1): 63-79 (1998) |
| 1997 |
|---|
| 31 | | Pascal Koiran,
Eduardo D. Sontag:
Vapnik-Chervonenkis Dimension of Recurrent Neural Networks.
EuroCOLT 1997: 223-237 |
| 30 | EE | Wolfgang Maass,
Eduardo D. Sontag:
Analog Neural Nets with Gaussian or other Common Noise Distributions cannot Recognize Arbitrary Regular Languages
Electronic Colloquium on Computational Complexity (ECCC) 4(52): (1997) |
| 29 | | Pascal Koiran,
Eduardo D. Sontag:
Neural Networks with Quadratic VC Dimension.
J. Comput. Syst. Sci. 54(1): 190-198 (1997) |
| 28 | EE | Eduardo D. Sontag:
Shattering All Sets of k Points in 'General Position' Requires (k - 1)/2 Parameters.
Neural Computation 9(2): 337-348 (1997) |
| 27 | EE | Renée Koplon,
Eduardo D. Sontag:
Using Fourier-neural recurrent networks to fit sequential input/output data.
Neurocomputing 15(3-4): 225-248 (1997) |
| 1996 |
|---|
| 26 | | Rajeev Alur,
Thomas A. Henzinger,
Eduardo D. Sontag:
Hybrid Systems III: Verification and Control, Proceedings of the DIMACS/SYCON Workshop, October 22-25, 1995, Ruttgers University, New Brunswick, NJ, USA
Springer 1996 |
| 25 | | Bhaskar DasGupta,
Eduardo D. Sontag:
Sample complexity for learning recurrent perceptron mappings.
IEEE Transactions on Information Theory 42(5): 1479-1487 (1996) |
| 1995 |
|---|
| 24 | | Eduardo D. Sontag:
Interconnected Automata and Linear Systems: A Theoretical Framework in Discrete-Time.
Hybrid Systems 1995: 436-448 |
| 23 | EE | Pascal Koiran,
Eduardo D. Sontag:
Neural Networks with Quadratic VC Dimension.
NIPS 1995: 197-203 |
| 22 | EE | Bhaskar DasGupta,
Eduardo D. Sontag:
Sample Complexity for Learning Recurrent Perceptron Mappings.
NIPS 1995: 204-210 |
| 21 | | Hava T. Siegelmann,
Eduardo D. Sontag:
On the Computational Power of Neural Nets.
J. Comput. Syst. Sci. 50(1): 132-150 (1995) |
| 1994 |
|---|
| 20 | EE | Bhaskar DasGupta,
Hava T. Siegelmann,
Eduardo D. Sontag:
On a Learnability Question Associated to Neural Networks with Continuous Activations (Extended Abstract).
COLT 1994: 47-56 |
| 19 | | Hava T. Siegelmann,
Eduardo D. Sontag:
Analog Computation via Neural Networks.
Theor. Comput. Sci. 131(2): 331-360 (1994) |
| 1993 |
|---|
| 18 | EE | Christian Darken,
Michael Donahue,
Leonid Gurvits,
Eduardo D. Sontag:
Rate of Approximation Results Motivated by Robust Neural Network Learning.
COLT 1993: 303-309 |
| 17 | | Hava T. Siegelmann,
Eduardo D. Sontag:
Analog Computation Via Neural Networks.
ISTCS 1993: 98-107 |
| 16 | EE | Angus Macintyre,
Eduardo D. Sontag:
Finiteness results for sigmoidal "neural" networks.
STOC 1993: 325-334 |
| 15 | | José L. Balcázar,
Ricard Gavaldà,
Hava T. Siegelmann,
Eduardo D. Sontag:
Some Structural Complexity Aspects of Neural Computation.
Structure in Complexity Theory Conference 1993: 253-265 |
| 1992 |
|---|
| 14 | EE | Hava T. Siegelmann,
Eduardo D. Sontag:
On the Computational Power of Neural Nets.
COLT 1992: 440-449 |
| 13 | | Hava T. Siegelmann,
Eduardo D. Sontag,
C. Lee Giles:
The Complexity of Language Recognition by Neural Networks.
IFIP Congress (1) 1992: 329-335 |
| 12 | | Eduardo D. Sontag:
Feedforward Nets for Interpolation and Classification.
J. Comput. Syst. Sci. 45(1): 20-48 (1992) |
| 1991 |
|---|
| 11 | | Wolfgang Maass,
Georg Schnitger,
Eduardo D. Sontag:
On the Computational Power of Sigmoid versus Boolean Threshold Circuits
FOCS 1991: 767-776 |
| 10 | EE | Eduardo D. Sontag,
Héctor J. Sussmann:
Back propagation separates where perceptrons do.
Neural Networks 4(2): 243-249 (1991) |
| 1990 |
|---|
| 9 | EE | Eduardo D. Sontag:
Remarks on Interpolation and Recognition Using Neural Nets.
NIPS 1990: 939-945 |
| 1985 |
|---|
| 8 | | Bradley W. Dickinson,
Eduardo D. Sontag:
Dynamic realizations of sufficient sequences.
IEEE Transactions on Information Theory 31(5): 670-676 (1985) |
| 7 | | Eduardo D. Sontag:
Real Addition and the Polynomial Hierarchy.
Inf. Process. Lett. 20(3): 115-120 (1985) |
| 1981 |
|---|
| 6 | | Eduardo D. Sontag:
Conditions for Abstract Nonlinear Regulation
Information and Control 51(2): 105-127 (1981) |
| 1979 |
|---|
| 5 | | Yves Rouchaleau,
Eduardo D. Sontag:
On the Existence of Minimal Realizations of Linear Dynamical Systems over Noetherian Integral Domains.
J. Comput. Syst. Sci. 18(1): 65-75 (1979) |
| 1978 |
|---|
| 4 | | Eduardo D. Sontag:
On Split Realizations of Response Maps over Rings
Information and Control 37(1): 23-33 (1978) |
| 1977 |
|---|
| 3 | | Eduardo D. Sontag:
The Lattice of Minimal Realizations of Response Maps Over Rings.
Mathematical Systems Theory 11: 169-175 (1977) |
| 1976 |
|---|
| 2 | | Eduardo D. Sontag:
On Linear Systems and Noncommutative Rings.
Mathematical Systems Theory 9(4): 327-344 (1976) |
| 1975 |
|---|
| 1 | | Eduardo D. Sontag:
On Some Questions of Rationality and Decidability.
J. Comput. Syst. Sci. 11(3): 375-381 (1975) |
