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Eduardo D. Sontag
Eduardo Sontag
2010 – today
- 2013
[j68]Giovanni Russo, Mario di Bernardo, Eduardo D. Sontag: A Contraction Approach to the Hierarchical Analysis and Design of Networked Systems. IEEE Trans. Automat. Contr. 58(5): 1328-1331 (2013)- 2012
- [j67]Ana Sofia Rufino Ferreira, Murat Arcak, Eduardo D. Sontag: Stability certification of large scale stochastic systems using dissipativity. Automatica 48(11): 2956-2964 (2012)
- [j66]Miles Miller, Marc Hafner, Eduardo Sontag, Noah Davidsohn, Sairam Subramanian, Priscilla E. M. Purnick, Douglas A. Lauffenburger, Ron Weiss: Modular Design of Artificial Tissue Homeostasis: Robust Control through Synthetic Cellular Heterogeneity. PLoS Computational Biology 8(7) (2012)
- [c34]David Angeli, Eduardo D. Sontag: Remarks on the invalidation of biological models using monotone systems theory. CDC 2012: 2989-2994
- [c33]Maja Skataric, Eduardo Sontag: Exploring the scale invariance property in enzymatic networks. CDC 2012: 5511-5516
- [c32]Abdullah Hamadeh, Brian Ingalls, Eduardo Sontag: Fold-change detection as a chemotaxis model discrimination tool. CDC 2012: 5523-5527
- [i11]Maja Skataric, Eduardo Sontag: A Characterization of Scale Invariant Responses in Enzymatic Networks. CoRR abs/1202.5332 (2012)
- [i10]Michael Marcondes de Freitas, Eduardo D. Sontag: Remarks on random dynamical systems with inputs and outputs and a small-gain theorem for monotone RDS. CoRR abs/1207.1690 (2012)
- [i9]Zahra Aminzare, Eduardo D. Sontag: Logarithmic Lipschitz norms and diffusion-induced instability. CoRR abs/1208.0326 (2012)
- 2011
- [j65]Oren Shoval, Uri Alon, Eduardo Sontag: Symmetry Invariance for Adapting Biological Systems. SIAM J. Applied Dynamical Systems 10(3): 857-886 (2011)
- [j64]David Angeli, Patrick De Leenheer, Eduardo D. Sontag: Persistence Results for Chemical Reaction Networks with Time-Dependent Kinetics and No Global Conservation Laws. SIAM Journal of Applied Mathematics 71(1): 128-146 (2011)
- [c31]Oren Shoval, Uri Alon, Eduardo Sontag: Input symmetry invariance, and applications to biological systems. CDC-ECE 2011: 2233-2238
- [c30]David Angeli, Eduardo D. Sontag: A small-gain result for orthant-monotone systems in feedback: The non sign-definite case. CDC-ECE 2011: 6049-6053
- [i8]Bhaskar DasGupta, Paola Vera-Licona, Eduardo D. Sontag: Reverse Engineering of Molecular Networks from a Common Combinatorial Approach. CoRR abs/1102.4904 (2011)
- [i7]Réka Albert, Bhaskar DasGupta, Anthony Gitter, Gamze Gursoy, Rashmi Hegde, Pradyut Paul, Gowri Sangeetha Sivanathan, Eduardo Sontag: A New Computationally Efficient Measure of Topological Redundancy of Biological and Social Networks. CoRR abs/1108.6113 (2011)
- 2010
- [j63]Giovanni Russo, Mario di Bernardo, Eduardo D. Sontag: Global Entrainment of Transcriptional Systems to Periodic Inputs. PLoS Computational Biology 6(4) (2010)
- [j62]Liming Wang, Patrick De Leenheer, Eduardo D. Sontag: Conditions for global stability of monotone tridiagonal systems with negative feedback. Systems & Control Letters 59(2): 130-138 (2010)
- [j61]Luca Scardovi, Murat Arcak, Eduardo D. Sontag: Synchronization of Interconnected Systems With Applications to Biochemical Networks: An Input-Output Approach. IEEE Trans. Automat. Contr. 55(6): 1367-1379 (2010)
- [c29]Eduardo D. Sontag: Remarks on structural identification, modularity, and retroactivity. CDC 2010: 3373-3378
- [c28]Giovanni Russo, Mario di Bernardo, Eduardo D. Sontag: Stability of networked systems: A multi-scale approach using contraction. CDC 2010: 6559-6564
- [c27]Amelia G. White, Patricia G. Cipriani, Huey-Ling Kao, Brandon Lees, Davi Geiger, Eduardo Sontag, Kristin C. Gunsalus, Fabio Piano: Rapid and accurate developmental stage recognition of C. elegans from high-throughput image data. CVPR 2010: 3089-3096
- [i6]Oren Shoval, Uri Alon, Eduardo Sontag: Symmetry invariance for adapting biological systems. CoRR abs/1012.2782 (2010)
2000 – 2009
- 2009
- [j60]Todd Riley, Xin Yu, Eduardo Sontag, Arnold Levine: The p53HMM algorithm: using profile hidden markov models to detect p53-responsive genes. BMC Bioinformatics 10 (2009)
- [j59]Eduardo D. Sontag, Domitilla del Vecchio: Engineering Principles in Bio-molecular Systems: From Retroactivity to Modularity. Eur. J. Control 15(3-4): 389-397 (2009)
- [j58]Adel Dayarian, Madalena Chaves, Eduardo D. Sontag, Anirvan M. Sengupta: Shape, Size, and Robustness: Feasible Regions in the Parameter Space of Biochemical Networks. PLoS Computational Biology 5(1) (2009)
- [j57]Eduardo D. Sontag, Yuan Wang, Alexandre Megretski: Input Classes for Identifiability of Bilinear Systems. IEEE Trans. Automat. Contr. 54(2): 195-207 (2009)
- [c26]Luca Scardovi, Murat Arcak, Eduardo D. Sontag: Synchronization of interconnected systems with an input-output approach. Part I: Main results. CDC 2009: 609-614
- [c25]Luca Scardovi, Murat Arcak, Eduardo D. Sontag: Synchronization of interconnected systems with an input-output approach. Part II: State-space result and application to biochemical networks. CDC 2009: 615-620
- [c24]David Angeli, Patrick De Leenheer, Eduardo D. Sontag: On persistence of chemical reaction networks with time-dependent kinetics and no global conservation laws. CDC 2009: 4559-4564
- [r1]Eduardo D. Sontag: Stability and Feedback Stabilization. Encyclopedia of Complexity and Systems Science 2009: 8616-8630
- 2008
- [j56]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)
- [j55]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)
- [j54]Liming Wang, Eduardo D. Sontag: Singularly Perturbed Monotone Systems and an Application to Double Phosphorylation Cycles. J. Nonlinear Science 18(5): 527-550 (2008)
- [j53]Mihailo R. Jovanovic, Murat Arcak, Eduardo D. Sontag: A Passivity-Based Approach to Stability of Spatially Distributed Systems With a Cyclic Interconnection Structure. IEEE Trans. Automat. Contr. 53: 75-86 (2008)
- [j52]David Angeli, Eduardo D. Sontag: Oscillations in I/O Monotone Systems Under Negative Feedback. IEEE Trans. Automat. Contr. 53: 166-176 (2008)
- [c23]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
- [c22]Liming Wang, Patrick De Leenheer, Eduardo D. Sontag: Global stability for monotone tridiagonal systems with negative feedback. CDC 2008: 4091-4096
- 2007
- [j51]Bhaskar DasGupta, German Andres Enciso, Eduardo D. Sontag, Yi Zhang: Algorithmic and complexity results for decompositions of biological networks into monotone subsystems. Biosystems 90(1): 161-178 (2007)
- [j50]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)
- [j49]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)
- [j48]Wolfgang Maass, Prashant Joshi, Eduardo D. Sontag: Computational Aspects of Feedback in Neural Circuits. PLoS Computational Biology 3(1) (2007)
- [c21]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
- 2006
- [j47]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)
- [j46]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)
- [j45]Eduardo D. Sontag: Passivity gains and the "secant condition" for stability. Systems & Control Letters 55(3): 177-183 (2006)
- [j44]Eugene P. Ryan, Eduardo D. Sontag: Well-defined steady-state response does not imply CICS. Systems & Control Letters 55(9): 707-710 (2006)
- [c20]Bhaskar DasGupta, German Andres Enciso, Eduardo D. Sontag, Yi Zhang: Algorithmic and Complexity Results for Decompositions of Biological Networks into Monotone Subsystems. WEA 2006: 253-264
- [i5]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)
- [i4]Wolfgang Maass, Prashant Joshi, Eduardo D. Sontag: Computational aspects of feedback in neural circuits. Electronic Colloquium on Computational Complexity (ECCC) 13(137) (2006)
- 2005
- [j43]
- [j42]German Andres Enciso, Eduardo D. Sontag: Monotone systems under positive feedback: multistability and a reduction theorem. Systems & Control Letters 54(2): 159-168 (2005)
- [j41]João P. Hespanha, Daniel Liberzon, David Angeli, Eduardo D. Sontag: Nonlinear norm-observability notions and stability of switched systems. IEEE Trans. Automat. Contr. 50(2): 154-168 (2005)
- [c19]Wolfgang Maass, Prashant Joshi, Eduardo D. Sontag: Principles of real-time computing with feedback applied to cortical microcircuit models. NIPS 2005
- 2004
- [j40]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)
- [j39]David Angeli, Eduardo D. Sontag: Multi-stability in monotone input/output systems. Systems & Control Letters 51(3-4): 185-202 (2004)
- [j38]David Angeli, Patrick De Leenheer, Eduardo D. Sontag: A small-gain theorem for almost global convergence of monotone systems. Systems & Control Letters 52(5): 407-414 (2004)
- [j37]Michael Malisoff, Ludovic Rifford, Eduardo Sontag: Global Asymptotic Controllability Implies Input-to-State Stabilization. SIAM J. Control and Optimization 42(6): 2221-2238 (2004)
- [j36]David Angeli, B. Ingalls, Eduardo D. Sontag, Y. Wang: Separation Principles for Input-Output and Integral-Input-to-State Stability. SIAM J. Control and Optimization 43(1): 256-276 (2004)
- [j35]Pirkko Kuusela, Daniel Ocone, Eduardo D. Sontag: Learning Complexity Dimensions for a Continuous-Time Control System. SIAM J. Control and Optimization 43(3): 872-898 (2004)
- [c18]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
- 2003
- [j34]Eduardo D. Sontag: Adaptation and regulation with signal detection implies internal model. Systems & Control Letters 50(2): 119-126 (2003)
- [j33]Luc Moreau, Eduardo D. Sontag, Murat Arcak: Feedback tuning of bifurcations. Systems & Control Letters 50(3): 229-239 (2003)
- [j32]Eduardo D. Sontag: A remark on the converging-input converging-state property. IEEE Trans. Automat. Contr. 48(2): 313-314 (2003)
- [j31]Eduardo D. Sontag, Mikhail Krichman: An example of a GAS system which can be destabilized by an integrable perturbation. IEEE Trans. Automat. Contr. 48(6): 1046-1049 (2003)
- [j30]David Angeli, Eduardo D. Sontag: Monotone control systems. IEEE Trans. Automat. Contr. 48(10): 1684-1698 (2003)
- [c17]Patrick De Leenheer, David Angeli, Eduardo D. Sontag: A Feedback Perspective for Chemostat Models with Crowding Effects. POSTA 2003: 167-174
- [c16]Patrick De Leenheer, David Angeli, Eduardo D. Sontag: Small-gain Theorems for Predator-prey Systems. POSTA 2003: 191-198
- 2002
- [j29]Madalena Chaves, Eduardo D. Sontag: State-estimators for Chemical Reaction Networks of Feinberg-Horn-Jackson Zero Deficiency Type. Eur. J. Control 8(4): 343-359 (2002)
- [j28]Murat Arcak, David Angeli, Eduardo D. Sontag: A Unifying Integral ISS Framework for Stability of Nonlinear Cascades. SIAM J. Control and Optimization 40(6): 1888-1904 (2002)
- [j27]Daniel Liberzon, A. Stephen Morse, Eduardo D. Sontag: Output-input stability and minimum-phase nonlinear systems. IEEE Trans. Automat. Contr. 47(3): 422-436 (2002)
- [j26]Eduardo D. Sontag: Correction to "structure and stability of certain chemical networks and applications to the kinetic proofreading model of T-cell receptor signal transduction". IEEE Trans. Automat. Contr. 47(4): 705 (2002)
- 2001
- [j25]Mikhail Krichman, Eduardo D. Sontag, Yuan Wang: Input-Output-to-State Stability. SIAM J. Control and Optimization 39(6): 1874-1928 (2001)
- [j24]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
- [j23]Xiangyu Bao, Zongli Lin, Eduardo D. Sontag: Finite gain stabilization of discrete-time linear systems subject to actuator saturation. Automatica 36(2): 269-277 (2000)
- [j22]Wolfgang Maass, Eduardo D. Sontag: Neural Systems as Nonlinear Filters. Neural Computation 12(8): 1743-1772 (2000)
- [j21]Eduardo D. Sontag, Yuan Wang: Lyapunov Characterizations of Input to Output Stability. SIAM J. Control and Optimization 39(1): 226-249 (2000)
- [c15]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
- [i3]Pirkko Kuusela, Daniel Ocone, Eduardo D. Sontag: Learning Complexity Dimensions for a Continuous-Time Control System. CoRR math.OC/0012163 (2000)
- [i2]Wolfgang Maass, Eduardo D. Sontag: Neural Systems as Nonlinear Filters. Electronic Colloquium on Computational Complexity (ECCC) 7(31) (2000)
1990 – 1999
- 1999
- [j20]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
- [j19]Pascal Koiran, Eduardo D. Sontag: Vapnik-Chervonenkis Dimension of Recurrent Neural Networks. Discrete Applied Mathematics 86(1): 63-79 (1998)
- [c14]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
- 1997
- [j18]Renée Koplon, Eduardo D. Sontag: Using Fourier-neural recurrent networks to fit sequential input/output data. Neurocomputing 15(3-4): 225-248 (1997)
- [j17]Pascal Koiran, Eduardo D. Sontag: Neural Networks with Quadratic VC Dimension. J. Comput. Syst. Sci. 54(1): 190-198 (1997)
- [j16]Eduardo D. Sontag: Shattering All Sets of k Points in 'General Position' Requires (k - 1)/2 Parameters. Neural Computation 9(2): 337-348 (1997)
- [c13]Pascal Koiran, Eduardo D. Sontag: Vapnik-Chervonenkis Dimension of Recurrent Neural Networks. EuroCOLT 1997: 223-237
- [i1]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)
- 1996
- [j15]Bhaskar DasGupta, Eduardo D. Sontag: Sample complexity for learning recurrent perceptron mappings. IEEE Transactions on Information Theory 42(5): 1479-1487 (1996)
- [e1]Rajeev Alur, Thomas A. Henzinger, Eduardo D. Sontag (Eds.): Hybrid Systems III: Verification and Control, Proceedings of the DIMACS/SYCON Workshop, October 22-25, 1995, Ruttgers University, New Brunswick, NJ, USA. Lecture Notes in Computer Science 1066, Springer 1996, ISBN 3-540-61155-X
- 1995
- [j14]Munther A. Dahleh, Eduardo D. Sontag, David N. C. Tse, John N. Tsitsiklis: Worst-case identification of nonlinear fading memory systems. Automatica 31(3): 503-508 (1995)
- [j13]Hava T. Siegelmann, Eduardo D. Sontag: On the Computational Power of Neural Nets. J. Comput. Syst. Sci. 50(1): 132-150 (1995)
- [j12]Bhaskar DasGupta, Hava T. Siegelmann, Eduardo D. Sontag: On the complexity of training neural networks with continuous activation functions. IEEE Trans. Neural Netw. Learning Syst. 6(6): 1490-1504 (1995)
- [c12]Eduardo D. Sontag: Interconnected Automata and Linear Systems: A Theoretical Framework in Discrete-Time. Hybrid Systems 1995: 436-448
- [c11]
- [c10]Bhaskar DasGupta, Eduardo D. Sontag: Sample Complexity for Learning Recurrent Perceptron Mappings. NIPS 1995: 204-210
- 1994
- [j11]Hava T. Siegelmann, Eduardo D. Sontag: Analog Computation via Neural Networks. Theor. Comput. Sci. 131(2): 331-360 (1994)
- [c9]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
- 1993
- [c8]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
- [c7]Christian Darken, Michael Donahue, Leonid Gurvits, Eduardo D. Sontag: Rate of Approximation Results Motivated by Robust Neural Network Learning. COLT 1993: 303-309
- [c6]
- [c5]Angus Macintyre, Eduardo D. Sontag: Finiteness results for sigmoidal "neural" networks. STOC 1993: 325-334
- 1992
- [j10]Eduardo D. Sontag: Feedforward Nets for Interpolation and Classification. J. Comput. Syst. Sci. 45(1): 20-48 (1992)
- [c4]Hava T. Siegelmann, Eduardo D. Sontag: On the Computational Power of Neural Nets. COLT 1992: 440-449
- [c3]Hava T. Siegelmann, Eduardo D. Sontag, C. Lee Giles: The Complexity of Language Recognition by Neural Networks. IFIP Congress (1) 1992: 329-335
- 1991
- [j9]Eduardo D. Sontag, Héctor J. Sussmann: Back propagation separates where perceptrons do. Neural Networks 4(2): 243-249 (1991)
- [c2]Wolfgang Maass, Georg Schnitger, Eduardo D. Sontag: On the Computational Power of Sigmoid versus Boolean Threshold Circuits. FOCS 1991: 767-776
- 1990
- [c1]
1980 – 1989
- 1985
- [j8]Eduardo D. Sontag: Real Addition and the Polynomial Hierarchy. Inf. Process. Lett. 20(3): 115-120 (1985)
- [j7]Bradley W. Dickinson, Eduardo D. Sontag: Dynamic realizations of sufficient sequences. IEEE Transactions on Information Theory 31(5): 670-676 (1985)
- 1981
- [j6]Eduardo D. Sontag: Conditions for Abstract Nonlinear Regulation. Information and Control 51(2): 105-127 (1981)
1970 – 1979
- 1979
- [j5]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
- [j4]Eduardo D. Sontag: On Split Realizations of Response Maps over Rings. Information and Control 37(1): 23-33 (1978)
- 1977
- [j3]Eduardo D. Sontag: The Lattice of Minimal Realizations of Response Maps Over Rings. Mathematical Systems Theory 11: 169-175 (1977)
- 1976
- [j2]Eduardo D. Sontag: On Linear Systems and Noncommutative Rings. Mathematical Systems Theory 9(4): 327-344 (1976)
- 1975
- [j1]Eduardo D. Sontag: On Some Questions of Rationality and Decidability. J. Comput. Syst. Sci. 11(3): 375-381 (1975)
Coauthor Index
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last updated on 2013-06-11 09:57 CEST by the dblp team