On Some Questions of Rationality and Decidability. - Eduardo D. Sontag (J. Comput. Syst. Sci., 1975)

On Linear Systems and Noncommutative Rings. - Eduardo D. Sontag (Math. Syst. Theory, 1976)

The Lattice of Minimal Realizations of Response Maps Over Rings. - Eduardo D. Sontag (Math. Syst. Theory, 1977)

On Split Realizations of Response Maps over Rings - Eduardo D. Sontag (Inf. Control., 1978)

On the Existence of Minimal Realizations of Linear Dynamical Systems over Noetherian Integral Domains. - Yves Rouchaleau; Eduardo D. Sontag (J. Comput. Syst. Sci., 1979)

On finitary linear systems. - Eduardo D. Sontag (Kybernetika, 1979)

Conditions for Abstract Nonlinear Regulation - Eduardo D. Sontag (Inf. Control., 1981)

Real Addition and the Polynomial Hierarchy. - Eduardo D. Sontag (Inf. Process. Lett., 1985)

Dynamic realizations of sufficient sequences. - Bradley W. Dickinson; Eduardo D. Sontag (IEEE Trans. Inf. Theory, 1985)

Time-optimal control of manipulators. - Eduardo D. Sontag; Héctor J. Sussmann (ICRA, 1986)

Backpropagation Can Give Rise to Spurious Local Minima Even for Networks without Hidden Layers. - Eduardo D. Sontag; Héctor J. Sussmann (Complex Syst., 1989)

Sigmoids Distinguish More Efficiently Than Heavisides. - Eduardo D. Sontag (Neural Comput., 1989)

Remarks on Interpolation and Recognition Using Neural Nets. - Eduardo D. Sontag (NIPS, 1990)

On the Computational Power of Sigmoid versus Boolean Threshold Circuits - Wolfgang Maass 001; Georg Schnitger; Eduardo D. Sontag (FOCS, 1991)

Back propagation separates where perceptrons do. - Eduardo D. Sontag; Héctor J. Sussmann (Neural Networks, 1991)

On the Computational Power of Neural Nets. - Hava T. Siegelmann; Eduardo D. Sontag (COLT, 1992)

The Complexity of Language Recognition by Neural Networks. - Hava T. Siegelmann; Eduardo D. Sontag; C. Lee Giles (IFIP Congress (1), 1992)

Feedforward Nets for Interpolation and Classification. - Eduardo D. Sontag (J. Comput. Syst. Sci., 1992)

Feedback stabilization using two-hidden-layer nets. - Eduardo D. Sontag (IEEE Trans. Neural Networks, 1992)

Some Structural Complexity Aspects of Neural Computation. - José L. Balcázar; Ricard Gavaldà; Hava T. Siegelmann; Eduardo D. Sontag (SCT, 1993)

Rate of Approximation Results Motivated by Robust Neural Network Learning. - Christian Darken; Michael Donahue; Leonid Gurvits; Eduardo D. Sontag (COLT, 1993)

Analog Computation Via Neural Networks. - Hava T. Siegelmann; Eduardo D. Sontag (ISTCS, 1993)

Finiteness results for sigmoidal "neural" networks. - Angus Macintyre; Eduardo D. Sontag (STOC, 1993)

For neural networks, function determines form. - Francesca Albertini; Eduardo D. Sontag (Neural Networks, 1993)

On a Learnability Question Associated to Neural Networks with Continuous Activations (Extended Abstract). - Bhaskar DasGupta; Hava T. Siegelmann; Eduardo D. Sontag (COLT, 1994)

A general result on the stabilization of linear systems using bounded controls. - Héctor J. Sussmann; Eduardo D. Sontag; Yudi Yang (IEEE Trans. Autom. Control., 1994)

Interconnected Automata and Linear Systems: A Theoretical Framework in Discrete-Time. - Eduardo D. Sontag (Hybrid Systems, 1995)

Critical Points for Neural Net Least-Squares Problems. - Eduardo D. Sontag (ICNN, 1995)

Sample Complexity for Learning Recurrent Perceptron Mappings. - Bhaskar DasGupta; Eduardo D. Sontag (NIPS, 1995)

Neural Networks with Quadratic VC Dimension. - Pascal Koiran; Eduardo D. Sontag (NIPS, 1995)

Worst-case identification of nonlinear fading memory systems. - Munther A. Dahleh; Eduardo D. Sontag; David N. C. Tse; John N. Tsitsiklis (Autom., 1995)

On the Input-to-State Stability Property. - Eduardo D. Sontag (Eur. J. Control, 1995)

Control of systems without drift via generic loops. - Eduardo D. Sontag (IEEE Trans. Autom. Control., 1995)

Changing supply functions in input/state stable systems. - Eduardo D. Sontag; Andrew R. Teel (IEEE Trans. Autom. Control., 1995)

On the complexity of training neural networks with continuous activation functions. - Bhaskar DasGupta; Hava T. Siegelmann; Eduardo D. Sontag (IEEE Trans. Neural Networks, 1995)

New characterizations of input-to-state stability. - Eduardo D. Sontag; Yuan Wang 005 (IEEE Trans. Autom. Control., 1996)

Vapnik-Chervonenkis Dimension of Recurrent Neural Networks. - Pascal Koiran; Eduardo D. Sontag (EuroCOLT, 1997)

Analog Neural Nets with Gaussian or other Common Noise Distributions cannot Recognize Arbitrary Regular Languages - Wolfgang Maass 001; Eduardo D. Sontag (Electron. Colloquium Comput. Complex., 1997)

Using Fourier-neural recurrent networks to fit sequential input/output data. - Renée Koplon; Eduardo D. Sontag (Neurocomputing, 1997)

Shattering All Sets of k Points in 'General Position' Requires (k - 1)/2 Parameters. - Eduardo D. Sontag (Neural Comput., 1997)

Asymptotic controllability implies feedback stabilization. - Francis H. Clarke; Yuri S. Ledyaev; Eduardo D. Sontag; Andrei I. Subbotin (IEEE Trans. Autom. Control., 1997)

A Precise Characterization of the Class of Languages Recognized by Neural Nets under Gaussian and Other Common Noise Distributions. - Wolfgang Maass 001; Eduardo D. Sontag (NIPS, 1998)

Analog Neural Nets with Gaussian or Other Common Noise Distribution Cannot Recognize Arbitrary Regular Languages. - Wolfgang Maass 001; Eduardo D. Sontag (Neural Comput., 1999)

A new definition of the minimum-phase property for nonlinear systems, with an application to adaptive control. - Daniel Liberzon; A. Stephen Morse; Eduardo D. Sontag (CDC, 2000)

Processing of Time Series by Neural Circuits with Biologically Realistic Synaptic Dynamics. - Thomas Natschläger; Wolfgang Maass 001; Eduardo D. Sontag; Anthony M. Zador (NIPS, 2000)

Finite gain stabilization of discrete-time linear systems subject to actuator saturation. - Xiangyu Bao; Zongli Lin; Eduardo D. Sontag (Autom., 2000)

Neural Systems as Nonlinear Filters. - Wolfgang Maass 001; Eduardo D. Sontag (Neural Comput., 2000)

Lyapunov Characterizations of Input to Output Stability. - Eduardo D. Sontag; Yuan Wang 005 (SIAM J. Control. Optim., 2000)

A characterization of integral input-to-state stability. - David Angeli; Eduardo D. Sontag; Yuan Wang 005 (IEEE Trans. Autom. Control., 2000)

Generalizations of asymptotic gain characterizations of ISS to input-to-output stability. - Brian P. Ingalls; Eduardo D. Sontag; Yuan Wang 005 (ACC, 2001)

Asymptotic characterizations of IOSS. - David Angeli; Brian P. Ingalls; Eduardo D. Sontag; Yuan Wang 005 (CDC, 2001)

Stabilization of cascades using integral input-to-state stability. - Murat Arcak; David Angeli; Eduardo D. Sontag (CDC, 2001)

Optimality for underwater vehicle's. - Monique Chyba; Naomi Ehrich Leonard; Eduardo D. Sontag (CDC, 2001)

Observers for chemical reaction networks. - Madalena Chaves; Eduardo D. Sontag (ECC, 2001)

Input-Output-to-State Stability. - Mikhail Krichman; Eduardo D. Sontag; Yuan Wang 005 (SIAM J. Control. Optim., 2001)

Structure and stability of certain chemical networks and applications to the kinetic proofreading model of T-cell receptor signal transduction. - Eduardo D. Sontag (IEEE Trans. Autom. Control., 2001)

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 (Theor. Comput. Sci., 2001)

A remark on monotone control systems. - David Angeli; Eduardo D. Sontag (CDC, 2002)

Nonlinear observability and an invariance principle for switched systems. - João P. Hespanha 001; Daniel Liberzon; Eduardo D. Sontag (CDC, 2002)

Measurement to error stability: a notion of partial detectability for nonlinear systems. - Brian P. Ingalls; Eduardo D. Sontag; Yuan Wang 005 (CDC, 2002)

Asymptotic amplitudes, Cauchy gains, an associated small-gain principle, and an application to inhibitory biological feedback. - Eduardo D. Sontag (CDC, 2002)

State-estimators for Chemical Reaction Networks of Feinberg-Horn-Jackson Zero Deficiency Type. - Madalena Chaves; Eduardo D. Sontag (Eur. J. Control, 2002)

A small-gain theorem with applications to input/output systems, incremental stability, detectability, and interconnections. - Eduardo D. Sontag; Brian P. Ingalls (J. Frankl. Inst., 2002)

Universal construction of feedback laws achieving ISS and integral-ISS disturbance attenuation. - Daniel Liberzon; Eduardo D. Sontag; Yuan Wang 005 (Syst. Control. Lett., 2002)

Asymptotic amplitudes and Cauchy gains: a small-gain principle and an application to inhibitory biological feedback. - Eduardo D. Sontag (Syst. Control. Lett., 2002)

A Unifying Integral ISS Framework for Stability of Nonlinear Cascades. - Murat Arcak; David Angeli; Eduardo D. Sontag (SIAM J. Control. Optim., 2002)

Output-input stability and minimum-phase nonlinear systems. - Daniel Liberzon; A. Stephen Morse; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2002)

Correction to "structure and stability of certain chemical networks and applications to the kinetic proofreading model of T-cell receptor signal transduction". - Eduardo D. Sontag (IEEE Trans. Autom. Control., 2002)

How feedback can tune a bifurcation parameter towards its unknown critical bifurcation value. - Luc Moreau 002; Eduardo D. Sontag; Murat Arcak (CDC, 2003)

A note on multistability and monotone I/O systems. - David Angeli; Eduardo D. Sontag (CDC, 2003)

Remarks on input to state stabilization. - Michael Malisoff; Ludovic Rifford; Eduardo D. Sontag (CDC, 2003)

A Feedback Perspective for Chemostat Models with Crowding Effects. - Patrick De Leenheer; David Angeli; Eduardo D. Sontag (POSTA, 2003)

Small-gain Theorems for Predator-prey Systems. - Patrick De Leenheer; David Angeli; Eduardo D. Sontag (POSTA, 2003)

For Differential Equations with r Parameters, 2 r +1 Experiments Are Enough for Identification. - Eduardo D. Sontag (J. Nonlinear Sci., 2003)

Feedback tuning of bifurcations. - Luc Moreau 002; Eduardo D. Sontag; Murat Arcak (Syst. Control. Lett., 2003)

Adaptation and regulation with signal detection implies internal model. - Eduardo D. Sontag (Syst. Control. Lett., 2003)

Monotone control systems. - David Angeli; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2003)

A remark on the converging-input converging-state property. - Eduardo D. Sontag (IEEE Trans. Autom. Control., 2003)

An example of a GAS system which can be destabilized by an integrable perturbation. - Eduardo D. Sontag; Mikhail Krichman (IEEE Trans. Autom. Control., 2003)

Aggregation-based approaches to honey-pot searching with local sensory information. - Bhaskar DasGupta; João P. Hespanha 001; Eduardo D. Sontag (ACC, 2004)

Computational complexities of honey-pot searching with local sensory information. - Bhaskar DasGupta; João P. Hespanha 001; Eduardo D. Sontag (ACC, 2004)

Randomized Approximation Algorithms for Set Multicover Problems with Applications to Reverse Engineering of Protein and Gene Networks. - Piotr Berman; Bhaskar DasGupta; Eduardo D. Sontag (APPROX-RANDOM, 2004)

Remarks on monotonicity and convergence in chemical reaction networks. - David Angeli; Patrick De Leencheer; Eduardo D. Sontag (CDC, 2004)

Gains and optimal design in signaling pathways. - Madalena Chaves; Eduardo D. Sontag; Robert J. Dinerstein (CDC, 2004)

A remark on multistability for monotone systems. - Germán A. Enciso; Eduardo D. Sontag (CDC, 2004)

Representation of switched systems by perturbed control systems. - José Luis Mancilla-Aguilar; Rafael A. García; Eduardo D. Sontag; Yuan Wang 005 (CDC, 2004)

Inferring dynamic architecture of cellular networks using time series of gene expression, protein and metabolite data. - Eduardo D. Sontag; Anatoly Kiyatkin; Boris N. Kholodenko (Bioinform., 2004)

A small-gain theorem for almost global convergence of monotone systems. - David Angeli; Patrick De Leenheer; Eduardo D. Sontag (Syst. Control. Lett., 2004)

Multi-stability in monotone input/output systems. - David Angeli; Eduardo D. Sontag (Syst. Control. Lett., 2004)

Separation Principles for Input-Output and Integral-Input-to-State Stability. - David Angeli; Brian P. Ingalls; Eduardo D. Sontag; Yuan Wang 005 (SIAM J. Control. Optim., 2004)

Learning Complexity Dimensions for a Continuous-Time Control System. - Pirkko Kuusela; Daniel Ocone; Eduardo D. Sontag (SIAM J. Control. Optim., 2004)

Global Asymptotic Controllability Implies Input-to-State Stabilization. - Michael Malisoff; Ludovic Rifford; Eduardo D. Sontag (SIAM J. Control. Optim., 2004)

A Remark on Multistability for Monotone Systems II. - Germán A. Enciso; Eduardo D. Sontag (CDC/ECC, 2005)

Molecular Systems Biology and Control: A Qualitative-Quantitative Approach. - Eduardo D. Sontag (CDC/ECC, 2005)

A notion of passivity gain and a generalization of the "secant condition" for stability. - Eduardo D. Sontag (CDC/ECC, 2005)

Principles of real-time computing with feedback applied to cortical microcircuit models. - Wolfgang Maass 001; Prashant Joshi; Eduardo D. Sontag (NIPS, 2005)

Molecular Systems Biology and Control. - Eduardo D. Sontag (Eur. J. Control, 2005)

Monotone systems under positive feedback: multistability and a reduction theorem. - Germán Andres Enciso; Eduardo D. Sontag (Syst. Control. Lett., 2005)

Nonlinear norm-observability notions and stability of switched systems. - João P. Hespanha 001; Daniel Liberzon; David Angeli; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2005)

Connections between diagonal stability and the secant condition for cyclic systems. - Murat Areak; Eduardo D. Sontag (ACC, 2006)

Signal Detection and Approximate Adaptation Implies an Approximate Internal Model. - Burton W. Andrews; Pablo A. Iglesias; Eduardo D. Sontag (CDC, 2006)

On the structural monotonicity of chemical reaction networks. - David Angeli; Patrick De Leenheer; Eduardo D. Sontag (CDC, 2006)

Structure and timescale analysis in genetic regulatory networks. - Madalena Chaves; Eduardo D. Sontag; Réka Albert (CDC, 2006)

A Remark on Singular Perturbations of Strongly Monotone Systems. - Liming Wang; Eduardo D. Sontag (CDC, 2006)

Almost Global Convergence in Singular Perturbations of Strongly Monotone Systems. - Liming Wang; Eduardo D. Sontag (POSTA, 2006)

Algorithmic and Complexity Results for Decompositions of Biological Networks into Monotone Subsystems. - Bhaskar DasGupta; Germán Andres Enciso; Eduardo D. Sontag; Yi Zhang 002 (WEA, 2006)

Diagonal stability of a class of cyclic systems and its connection with the secant criterion. - Murat Arcak; Eduardo D. Sontag (Autom., 2006)

Exact computation of amplification for a class of nonlinear systems arising from cellular signaling pathways. - Eduardo D. Sontag; Madalena Chaves (Autom., 2006)

Computational aspects of feedback in neural circuits. - Wolfgang Maass 001; Prashant Joshi; Eduardo D. Sontag (Electron. Colloquium Comput. Complex., 2006)

Well-defined steady-state response does not imply CICS. - Eugene P. Ryan; Eduardo D. Sontag (Syst. Control. Lett., 2006)

Passivity gains and the "secant condition" for stability. - Eduardo D. Sontag (Syst. Control. Lett., 2006)

Remarks on the stability of spatially distributed systems with a cyclic interconnection structure. - Mihailo R. Jovanovic; Murat Arcak; Eduardo D. Sontag (ACC, 2007)

Remarks on Input Classes for Identification of Bilinear Systems. - Eduardo D. Sontag; Yuan Wang 005; Alexandre Megretski (ACC, 2007)

Dynamics and Control of Synthetic Bio-molecular Networks. - Domitilla Del Vecchio; Eduardo D. Sontag (ACC, 2007)

A passivity-based stability criterion for a class of interconnected systems and applications to biochemical reaction networks. - Murat Arcak; Eduardo D. Sontag (CDC, 2007)

Systems biology and control - A tutorial. - Pablo A. Iglesias; Mustafa Khammash; Brian Munsky; Eduardo D. Sontag; Domitilla Del Vecchio (CDC, 2007)

Further results on singularly perturbed monotone systems, with an application to double phosphorylation cycles. - Liming Wang; Eduardo D. Sontag (CDC, 2007)

A Novel Method for Signal Transduction Network Inference from Indirect Experimental Evidence. - Réka Albert; Bhaskar DasGupta; Riccardo Dondi; Sema Kachalo; Eduardo D. Sontag; Alexander Zelikovsky; Kelly Westbrooks (WABI, 2007)

Passivity-based Stability of Interconnection Structures. - Eduardo D. Sontag; Murat Arcak (Recent Advances in Learning and Control, 2008)

Stabilizing and Destabilizing Effects of Embedding 3-Node Subgraphs on the State Space of Boolean Networks. - Chikoo Oosawa; Michael A. Savageau; Abdul Salam Jarrah; Reinhard C. Laubenbacher; Eduardo D. Sontag (ACRI, 2008)

A systems theory with retroactivity: Application to transcriptional modules. - Domitilla Del Vecchio; A. J. Ninfa; Eduardo D. Sontag (ACC, 2008)

Global stability for monotone tridiagonal systems with negative feedback. - Liming Wang; Patrick De Leenheer; Eduardo D. Sontag (CDC, 2008)

Inferring (Biological) Signal Transduction Networks via Transitive Reductions of Directed Graphs. - Réka Albert; Bhaskar DasGupta; Riccardo Dondi; Eduardo D. Sontag (Algorithmica, 2008)

NET-SYNTHESIS: a software for synthesis, inference and simplification of signal transduction networks. - Sema Kachalo; Ranran Zhang; Eduardo D. Sontag; Réka Albert; Bhaskar DasGupta (Bioinform., 2008)

Singularly Perturbed Monotone Systems and an Application to Double Phosphorylation Cycles. - Liming Wang; Eduardo D. Sontag (J. Nonlinear Sci., 2008)

Oscillations in I/O Monotone Systems Under Negative Feedback. - David Angeli; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2008)

A Passivity-Based Approach to Stability of Spatially Distributed Systems With a Cyclic Interconnection Structure. - Mihailo R. Jovanovic; Murat Arcak; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2008)

On persistence of chemical reaction networks with time-dependent kinetics and no global conservation laws. - David Angeli; Patrick De Leenheer; Eduardo D. Sontag (CDC, 2009)

Synchronization of interconnected systems with an input-output approach. Part I: Main results. - Luca Scardovi; Murat Arcak; Eduardo D. Sontag (CDC, 2009)

Synchronization of interconnected systems with an input-output approach. Part II: State-space result and application to biochemical networks. - Luca Scardovi; Murat Arcak; Eduardo D. Sontag (CDC, 2009)

Engineering principles in bio-molecular systems: From retroactivity to modularity. - Domitilla Del Vecchio; Eduardo D. Sontag (ECC, 2009)

The p53HMM algorithm: using profile hidden markov models to detect p53-responsive genes. - Todd Riley; Xin Yu; Eduardo D. Sontag; Arnold Levine (BMC Bioinform., 2009)

Shape, Size, and Robustness: Feasible Regions in the Parameter Space of Biochemical Networks. - Adel Dayarian; Madalena Chaves; Eduardo D. Sontag; Anirvan M. Sengupta (PLoS Comput. Biol., 2009)

Input Classes for Identifiability of Bilinear Systems. - Eduardo D. Sontag; Yuan Wang 005; Alexandre Megretski (IEEE Trans. Autom. Control., 2009)

Stability and Feedback Stabilization. - Eduardo D. Sontag (Encyclopedia of Complexity and Systems Science, 2009)

Stability of networked systems: A multi-scale approach using contraction. - Giovanni Russo 002; Mario di Bernardo; Eduardo D. Sontag (CDC, 2010)

Remarks on structural identification, modularity, and retroactivity. - Eduardo D. Sontag (CDC, 2010)

Rapid and accurate developmental stage recognition of C. elegans from high-throughput image data. - Amelia G. White; Patricia G. Cipriani; Huey-Ling Kao; Brandon Lees; Davi Geiger; Eduardo D. Sontag; Kristin C. Gunsalus; Fabio Piano (CVPR, 2010)

A symbolic computation approach to a problem involving multivariate Poisson distributions. - Eduardo D. Sontag; Doron Zeilberger (Adv. Appl. Math., 2010)

Global Entrainment of Transcriptional Systems to Periodic Inputs. - Giovanni Russo 002; Mario di Bernardo; Eduardo D. Sontag (PLoS Comput. Biol., 2010)

Conditions for global stability of monotone tridiagonal systems with negative feedback. - Liming Wang; Patrick De Leenheer; Eduardo D. Sontag (Syst. Control. Lett., 2010)

Synchronization of Interconnected Systems With Applications to Biochemical Networks: An Input-Output Approach. - Luca Scardovi; Murat Arcak; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2010)

A small-gain result for orthant-monotone systems in feedback: The non sign-definite case. - David Angeli; Eduardo D. Sontag (CDC/ECC, 2011)

Input symmetry invariance, and applications to biological systems. - Oren Shoval; Uri Alon 001; Eduardo D. Sontag (CDC/ECC, 2011)

Reverse Engineering of Molecular Networks from a Common Combinatorial Approach - Bhaskar DasGupta; Paola Vera-Licona; Eduardo D. Sontag (CoRR, 2011)

A New Computationally Efficient Measure of Topological Redundancy of Biological and Social Networks - Réka Albert; Bhaskar DasGupta; Anthony Gitter; Gamze Gürsoy; Rashmi Hegde; Pradyut Paul; Gowri Sangeetha Sivanathan; Eduardo D. Sontag (CoRR, 2011)

Symmetry Invariance for Adapting Biological Systems. - Oren Shoval; Uri Alon 001; Eduardo D. Sontag (SIAM J. Appl. Dyn. Syst., 2011)

Persistence Results for Chemical Reaction Networks with Time-Dependent Kinetics and No Global Conservation Laws. - David Angeli; Patrick De Leenheer; Eduardo D. Sontag (SIAM J. Appl. Math., 2011)

A decomposition-based approach to stability analysis of large-scale stochastic systems. - Ana Sofia Rufino Ferreira; Murat Arcak; Eduardo D. Sontag (ACC, 2012)

Remarks on the invalidation of biological models using monotone systems theory. - David Angeli; Eduardo D. Sontag (CDC, 2012)

Fold-change detection as a chemotaxis model discrimination tool. - Abdullah Hamadeh; Brian P. Ingalls; Eduardo D. Sontag (CDC, 2012)

Exploring the scale invariance property in enzymatic networks. - Maja Skataric; Eduardo D. Sontag (CDC, 2012)

Stability certification of large scale stochastic systems using dissipativity. - Ana Sofia Rufino Ferreira; Murat Arcak; Eduardo D. Sontag (Autom., 2012)

Remarks on random dynamical systems with inputs and outputs and a small-gain theorem for monotone RDS - Michael Marcondes de Freitas; Eduardo D. Sontag (CoRR, 2012)

Logarithmic Lipschitz norms and diffusion-induced instability - Zahra Aminzare; Eduardo D. Sontag (CoRR, 2012)

Modular Design of Artificial Tissue Homeostasis: Robust Control through Synthetic Cellular Heterogeneity. - Miles Miller; Marc Hafner; Eduardo D. Sontag; Noah Davidsohn; Sairam Subramanian; Priscilla E. M. Purnick; Douglas A. Lauffenburger; Ron Weiss (PLoS Comput. Biol., 2012)

A Characterization of Scale Invariant Responses in Enzymatic Networks. - Maja Skataric; Eduardo D. Sontag (PLoS Comput. Biol., 2012)

A class of random control systems: Monotonicity and the convergent-input convergent-state property. - Michael Marcondes de Freitas; Eduardo D. Sontag (ACC, 2013)

Response time re-scaling and Weber's law in adapting biological systems. - Abdullah Hamadeh; Eduardo D. Sontag; Brian P. Ingalls (ACC, 2013)

Spatial uniformity in diffusively-coupled systems using weighted L2 norm contractions. - Sayed Yusef Shafi; Zahra Aminzare; Murat Arcak; Eduardo D. Sontag (ACC, 2013)

Some remarks on spatial uniformity of solutions of reaction-diffusion PDE's and a related synchronization problem for ODE's. - Zahra Aminzare; Eduardo D. Sontag (CoRR, 2013)

A Contraction Approach to the Hierarchical Analysis and Design of Networked Systems. - Giovanni Russo 002; Mario di Bernardo; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2013)

DevStaR: High-Throughput Quantification of C. elegans Developmental Stages. - Amelia G. White; Brandon Lees; Huey-Ling Kao; Patricia Giselle Cipriani; Eliana Munarriz; Annalise B. Paaby; Katherine Erickson; Sherly Guzman; Kirk Rattanakorn; Eduardo D. Sontag; Davi Geiger; Kristin C. Gunsalus; et al. (IEEE Trans. Medical Imaging, 2013)

Remarks on diffusive-link synchronization using non-Hilbert logarithmic norms. - Zahra Aminzare; Eduardo D. Sontag (CDC, 2014)

Contraction methods for nonlinear systems: A brief introduction and some open problems. - Zahra Aminzare; Eduardo D. Sontag (CDC, 2014)

Scale-invariance in singularly perturbed systems. - Maja Skataric; Evgeni V. Nikolaev; Eduardo D. Sontag (CDC, 2014)

Quantifying the effect of interconnections on the steady states of biomolecular networks. - Eduardo D. Sontag (CDC, 2014)

On three generalizations of contraction. - Eduardo D. Sontag; Michael Margaliot; Tamir Tuller (CDC, 2014)

Remarks on model-based estimation of nonhomogeneous Poisson processes and applications to biological systems. - Maja Skataric; Eduardo D. Sontag (ECC, 2014)

A small-gain result for orthant-monotone systems under mixed feedback. - David Angeli; Germán Andres Enciso; Eduardo D. Sontag (Syst. Control. Lett., 2014)

Synchronization of Diffusively-Connected Nonlinear Systems: Results Based on Contractions with Respect to General Norms. - Zahra Aminzare; Eduardo D. Sontag (IEEE Trans. Netw. Sci. Eng., 2014)

A contraction approach to input tracking via high gain feedback. - Abdullah Hamadeh; Eduardo D. Sontag; Domitilla Del Vecchio (CDC, 2015)

A Small-Gain Theorem for Random Dynamical Systems with Inputs and Outputs. - Michael Marcondes de Freitas; Eduardo D. Sontag (SIAM J. Control. Optim., 2015)

Input to State Stability. - Eduardo D. Sontag (Encyclopedia of Systems and Control, 2015)

Scale-invariant systems realize nonlinear differential operators. - Moritz Lang; Eduardo D. Sontag (ACC, 2016)

In-vivo identification and control of aerotaxis in Bacillus subtilis. - Filippo Menolascina; Roman Stocker; Eduardo D. Sontag (CDC, 2016)

Exploring the impact of resource limitations on gene network reconstruction. - Tyler Quarton; Taek Kang; Eduardo D. Sontag; Leonidas Bleris (CDC, 2016)

Some remarks on a model for immune signal detection and feedback. - Eduardo D. Sontag (CDC, 2016)

Controlling the ribosomal density profile in mRNA translation. - Yoram Zarai; Michael Margaliot; Eduardo D. Sontag; Tamir Tuller (CDC, 2016)

Obituary for Professor Rudolf Emil Kalman. - Athanasios C. Antoulas; Tryphon T. Georgiou; Pramod P. Khargonekar; A. Bülent Özgüler; Eduardo D. Sontag; Yutaka Yamamoto (Autom., 2016)

Contraction after small transients. - Michael Margaliot; Eduardo D. Sontag; Tamir Tuller (Autom., 2016)

A remark on incoherent feedforward circuits as change detectors and feedback controllers. - Eduardo D. Sontag (CoRR, 2016)

Non-monotonic Response to Monotonic Stimulus: Regulation of Glyoxylate Shunt Gene-Expression Dynamics in Mycobacterium tuberculosis. - Joao A. Ascensao; Pratik Datta; Baris Hancioglu; Eduardo D. Sontag; Maria L. Gennaro; Oleg A. Igoshin (PLoS Comput. Biol., 2016)

Quorum-Sensing Synchronization of Synthetic Toggle Switches: A Design Based on Monotone Dynamical Systems Theory. - Evgeni V. Nikolaev; Eduardo D. Sontag (PLoS Comput. Biol., 2016)

Zeros of nonlinear systems with input invariances. - Moritz Lang; Eduardo D. Sontag (Autom., 2017)

Reduction of multiscale stochastic biochemical reaction networks using exact moment derivation. - Jae Kyoung Kim; Eduardo D. Sontag (PLoS Comput. Biol., 2017)

Dynamic compensation, parameter identifiability, and equivariances. - Eduardo D. Sontag (PLoS Comput. Biol., 2017)

Stochastic multistationarity in a model of the hematopoietic stem cell differentiation network. - Muhammad Ali Al-Radhawi; Nithin Senthur Kumar; Eduardo D. Sontag; Domitilla Del Vecchio (CDC, 2018)

Control-theoretic methods for biological networks. - Franco Blanchini; Hana EI-Samad; Giulia Giordano; Eduardo D. Sontag (CDC, 2018)

Control Structures of Drug Resistance in Cancer Chemotherapy. - James M. Greene; Cynthia Sanchez-Tapia; Eduardo D. Sontag (CDC, 2018)

Internal Models in Control, Biology and Neuroscience. - J. Huang; Alberto Isidori; Lorenzo Marconi 001; Matteo Mischiati; Eduardo D. Sontag; W. M. Wonham (CDC, 2018)

Analysis of Nonlinear Tridiagonal Cooperative Systems using Totally Positive Linear Differential Systems. - Michael Margaliot; Eduardo D. Sontag (CDC, 2018)

Future systems and control research in synthetic biology. - Domitilla Del Vecchio; Yili Qian; Richard M. Murray; Eduardo D. Sontag (Annu. Rev. Control., 2018)

Controllability Analysis and Control Synthesis for the Ribosome Flow Model. - Yoram Zarai; Michael Margaliot; Eduardo D. Sontag; Tamir Tuller (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Stochastic analysis of genetic feedback controllers to reprogram a pluripotency gene regulatory network. - Simone Bruno; Muhammad Ali Al-Radhawi; Eduardo D. Sontag; Domitilla Del Vecchio (ACC, 2019)

Some Remarks on Robust Gene Regulation in a Biomolecular Integral Controller. - Deepak K. Agrawal; Ryan Marshall; Muhammad Ali Al-Radhawi; Vincent Noireaux; Eduardo D. Sontag (CDC, 2019)

Revisiting totally positive differential systems: A tutorial and new results. - Michael Margaliot; Eduardo D. Sontag (Autom., 2019)

No Switching Policy Is Optimal for a Positive Linear System With a Bottleneck Entrance. - Mahdiar Sadeghi; Muhammad Ali Al-Radhawi; Michael Margaliot; Eduardo D. Sontag (IEEE Control. Syst. Lett., 2019)

Multi-modality in gene regulatory networks with slow promoter kinetics. - Muhammad Ali Al-Radhawi; Domitilla Del Vecchio; Eduardo D. Sontag (PLoS Comput. Biol., 2019)

Inferring reaction network structure from single-cell, multiplex data, using toric systems theory. - Shu Wang; Jia-Ren Lin; Eduardo D. Sontag; Peter K. Sorger (PLoS Comput. Biol., 2019)

Some Control Theory Ideas in Systems and Synthetic Biology. - Eduardo D. Sontag (ECC, 2020)

First special section on systems and control research efforts against COVID-19 and future pandemics. - Esteban A. Hernández-Vargas; Giulia Giordano; Eduardo D. Sontag; J. Geoffrey Chase; Hyeygjeon Chang; Alessandro Astolfi (Annu. Rev. Control., 2020)

Edge Selection in Bilinear Dynamical Networks. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (CoRR, 2020)

A computational framework for a Lyapunov-enabled analysis of biochemical reaction networks. - Muhammad Ali Al-Radhawi; David Angeli; Eduardo D. Sontag (PLoS Comput. Biol., 2020)

Mediating Ribosomal Competition by Splitting Pools. - Jared Miller; Muhammad Ali Al-Radhawi; Eduardo D. Sontag (ACC, 2021)

Bilinear Dynamical Networks Under Malicious Attack: An Efficient Edge Protection Method. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (ACC, 2021)

Eminence in Noisy Bilinear Networks. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (CDC, 2021)

Learning Recurrent Neural Net Models of Nonlinear Systems. - Joshua Hanson; Maxim Raginsky; Eduardo D. Sontag (L4DC, 2021)

Second special section on systems and control research efforts against COVID-19 and future pandemics. - Esteban A. Hernández-Vargas; Giulia Giordano; Eduardo D. Sontag; J. Geoffrey Chase; Hyeygjeon Chang; Alessandro Astolfi (Annu. Rev. Control., 2021)

Third special section on systems and control research efforts against COVID-19 and future pandemics. - Esteban A. Hernández-Vargas; Giulia Giordano; Eduardo D. Sontag; J. Geoffrey Chase; Hyeygjeon Chang; Alessandro Astolfi (Annu. Rev. Control., 2021)

Universal features of epidemic models under social distancing guidelines. - Mahdiar Sadeghi; James M. Greene; Eduardo D. Sontag (Annu. Rev. Control., 2021)

Minimizing the infected peak utilizing a single lockdown: a technical result regarding equal peaks. - James M. Greene; Eduardo D. Sontag (ACC, 2022)

Sensor and Actuator Scheduling in Bilinear Dynamical Networks. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (CDC, 2022)

Internal Models in Control, Bioengineering, and Neuroscience. - Michelangelo Bin; Jie Huang; Alberto Isidori; Lorenzo Marconi 001; Matteo Mischiati; Eduardo D. Sontag (Annu. Rev. Control. Robotics Auton. Syst., 2022)

Long-Term Regulation of Prolonged Epidemic Outbreaks in Large Populations via Adaptive Control: A Singular Perturbation Approach. - Muhammad Ali Al-Radhawi; Mahdiar Sadeghi; Eduardo D. Sontag (IEEE Control. Syst. Lett., 2022)

Remarks on input to state stability of perturbed gradient flows, motivated by model-free feedback control learning. - Eduardo D. Sontag (Syst. Control. Lett., 2022)

A Robust Lyapunov Criterion for Nonoscillatory Behaviors in Biological Interaction Networks. - David Angeli; Muhammad Ali Al-Radhawi; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2022)

Erratum to "A Contraction Approach to the Hierarchical Analysis and Design of Networked Systems". - Giovanni Russo 002; Mario di Bernardo; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2022)

Dynamics and Perturbations of Overparameterized Linear Neural Networks. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (CDC, 2023)

On the ISS Property of the Gradient Flow for Single Hidden-Layer Neural Networks with Linear Activations. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (CoRR, 2023)

Why do autoencoders work? - Matthew D. Kvalheim; Eduardo D. Sontag (CoRR, 2023)

Identifying Competition Phenotypes in Synthetic Biochemical Circuits. - Muhammad Ali Al-Radhawi; Domitilla Del Vecchio; Eduardo D. Sontag (IEEE Control. Syst. Lett., 2023)

Global Exponential Stability or Contraction of an Unforced System do not Imply Entrainment to Periodic Inputs. - Alon Duvall; Eduardo D. Sontag (ACC, 2024)

Competition for binding targets results in paradoxical effects for simultaneous activator and repressor action. - Muhammad Ali Al-Radhawi; Krishna Manoj; Dhruv D. Jatkar; Alon Duvall; Domitilla Del Vecchio; Eduardo D. Sontag (CDC, 2024)

A remark on ω-limit sets for non-expansive dynamics. - Alon Duvall; Eduardo D. Sontag (CDC, 2024)

Guaranteeing System-level Properties in Genetic Circuits Subject to Context Effects. - Inigo Incer; Ayush Pandey; Nicholas Nolan; Emma L. Peterman; Kate E. Galloway; Eduardo D. Sontag; Domitilla Del Vecchio (CDC, 2024)

Remarks on the Gradient Training of Linear Neural Network Based Feedback for the LQR Problem. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (CDC, 2024)

A necessary condition for nonmonotonic dose response, with an application to a kinetic proofreading model. - Polly Y. Yu; Eduardo D. Sontag (CDC, 2024)

Regularizing Numerical Extremals Along Singular Arcs: A Lie-Theoretic Approach. - Arthur Castello Branco de Oliveira; Milad Siami; Eduardo D. Sontag (CoRR, 2024)

Convergence Analysis of Overparametrized LQR Formulations. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (CoRR, 2024)

Exact Recovery Guarantees for Parameterized Non-linear System Identification Problem under Adversarial Attacks. - Haixiang Zhang 002; Baturalp Yalcin; Javad Lavaei; Eduardo D. Sontag (CoRR, 2024)

An exact active sensing strategy for a class of bio-inspired systems. - Debojyoti Biswas; Eduardo D. Sontag; Noah J. Cowan (CoRR, 2024)

Small-disturbance input-to-state stability of perturbed gradient flows: Applications to LQR problem. - Leilei Cui 002; Zhong-Ping Jiang; Eduardo D. Sontag (Syst. Control. Lett., 2024)

Why should autoencoders work? - Matthew D. Kvalheim; Eduardo D. Sontag (Trans. Mach. Learn. Res., 2024)

Edge Selections in Bilinear Dynamic Networks. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2024)

Properties of immersions for systems with multiple limit sets with implications to learning Koopman embeddings. - Zexiang Liu; Necmiye Ozay; Eduardo D. Sontag (Autom., 2025)

Convergence analysis of gradient flow for overparameterized LQR formulations. - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (Autom., 2025)

Global linearization of asymptotically stable systems without hyperbolicity. - Matthew D. Kvalheim; Eduardo D. Sontag (Syst. Control. Lett., 2025)

Exact Recovery Guarantees for Parameterized Nonlinear System Identification Problem under Sparse Disturbances or Semi-Oblivious Attacks. - Haixiang Zhang 002; Baturalp Yalcin; Javad Lavaei; Eduardo D. Sontag (Trans. Mach. Learn. Res., 2025)

Erratum to "Edge Selections in Bilinear Dynamic Networks". - Arthur Castello B. de Oliveira; Milad Siami; Eduardo D. Sontag (IEEE Trans. Autom. Control., 2025)

Global linearization without hyperbolicity. - Matthew D. Kvalheim; Eduardo D. Sontag (CoRR, 2025)

Remarks on the Polyak-Lojasiewicz inequality and the convergence of gradient systems. - Arthur Castello B. de Oliveira; Leilei Cui 002; Eduardo D. Sontag (CoRR, 2025)

Perturbed Gradient Descent Algorithms are Small-Disturbance Input-to-State Stable. - Leilei Cui 002; Zhong-Ping Jiang; Eduardo D. Sontag; Richard D. Braatz (CoRR, 2025)

Some remarks on gradient dominance and LQR policy optimization. - Eduardo D. Sontag (CoRR, 2025)

Modular Machine Learning with Applications to Genetic Circuit Composition. - Jichi Wang; Eduardo D. Sontag; Domitilla Del Vecchio (CoRR, 2025)

Small-Covariance Noise-to-State Stability of Stochastic Systems and Its Applications to Stochastic Gradient Dynamics. - Leilei Cui 002; Zhong-Ping Jiang; Eduardo D. Sontag (CoRR, 2025)

On the (almost) Global Exponential Convergence of the Overparameterized Policy Optimization for the LQR Problem. - Moh Kamalul Wafi; Arthur Castello B. de Oliveira; Eduardo D. Sontag (CoRR, 2025)