Neural differential tracking control in cancer model. - N. Aguilar; A. Cabrera; Isaac Chairez 001 (ACC, 2006)

Extended Kalman Filter Weights Adjustment for Neonatal Incubator Neurofuzzy Identification. - David Valdez; Victor Ortiz; Agustin Cabrera; Isaac Chairez 001 (FUZZ-IEEE, 2006)

Neuro Tracking Control for Immunotherapy Cancer Treatment. - Nadezhda Aguilar; Agustin Cabrera; Isaac Chairez 001 (IJCNN, 2006)

Switching Learning Law for Differential Neural Observer for Biodegradation Process. - Rita Fuentes; Alejandro García-González; Agustin Cabrera; Tatyana Poznyak; Isaac Chairez 001 (IJCNN, 2006)

Hepatitis C Dynamics' Estimation Process by Differential Neural Networks. - Ramon Miranda; Nadezhda Aguilar; Agustin Cabrera; Isaac Chairez 001 (IJCNN, 2006)

New Sliding-Mode Learning Law for Dynamic Neural Network Observer. - Isaac Chairez Oria; Alexander S. Poznyak; Tatyana Poznyak (IEEE Trans. Circuits Syst. II Express Briefs, 2006)

Projectional differential neural network observer with stable adaptation weights. - Alejandro García-González; Alexander S. Poznyak; Isaac Chairez Oria; Tatyana Poznyak (CDC, 2008)

Practical stability analysis for DNN observation. - Isaac Chairez Oria; Alexander S. Poznyak; Tatyana Poznyak (CDC, 2008)

Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems. - Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (Int. J. Control, 2008)

Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks. - Rita Fuentes; Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (ICANN (2), 2009)

Neural numerical modeling for uncertain distributed parameter systems. - Rita Fuentes; Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (IJCNN, 2009)

Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks. - Alejandro García-González; Isaac Chairez 001; Alexander S. Poznyak; Tatyana Poznyak (IJCNN, 2009)

Discrete time recurrent neural network observer. - Iván Salgado 001; Isaac Chairez 001 (IJCNN, 2009)

Wavelet Differential Neural Network Observer. - Isaac Chairez 001 (IEEE Trans. Neural Networks, 2009)

Design of mixed Luenberger and sliding continuous mode observer using sampled output information. - Iván Salgado 001; Isaac Chairez 001; Jaime A. Moreno; Leonid M. Fridman (CDC, 2010)

Wireless trans-corneal stimulus for the optical nerve based on adaptive modeling using continuous neural networks. - Mariel Alfaro; Luis Niño de Rivera; Isaac Chairez 001 (CCE, 2010)

Robust identification of uncertain Schrödinger type complex partial differential equations. - Isaac Chairez 001; Rita Fuentes; Alexander S. Poznyak; Tatyana Poznyak (CCE, 2010)

Adaptive linearization for nonlinear systems using continuous Neural Networks. - Marisol Escudero; Isaac Chairez 001; Alejandro García-González (CCE, 2010)

Design of variable gain super-twisting observer for nonlinear systems with sampled output. - Iván Salgado 001; Jaime A. Moreno; Leonid M. Fridman; Alexander S. Poznyak; Isaac Chairez 001 (CCE, 2010)

Improved DNN identifier based on takagi sugeno fuzzy systems. - Laura Viana; Isaac Chairez 001 (CCE, 2010)

Model predictive control by differential neural networks approach. - Isaac Chairez 001; Alejandro García-González; Alexander S. Poznyak; Tatyana Poznyak (IJCNN, 2010)

Discrete time recurrent neural network sliding mode observer. - Iván Salgado 001; Isaac Chairez 001; Alejandro García-González (IJCNN, 2010)

Non-parametric Modeling of the Optical Nerve Response by Trans-corneal Stimulation Using Differential Neural Networks. - Mariel Alfaro; Luis Niño de Rivera; Isaac Chairez 001 (MICAI (Special Sessions), 2010)

Continuous Neural Networks Applied to identify a class of uncertain parabolic Partial differential equations. - Rita Fuentes; Alex Poznyak; Isaac Chairez 001; M. Franco; Tatyana Poznyak (Int. J. Model. Simul. Sci. Comput., 2010)

Neuro-observer based on backstepping technique for distributed parameters systems. - Rita Fuentes; Isaac Chairez 001; Alexander S. Poznyak (CCE, 2012)

Observer design for a class of hyperbolic PDE equation based on a Distributed Super Twisting Algorithm. - Ramon Miranda; Jaime A. Moreno; Isaac Chairez 001; Leonid M. Fridman (VSS, 2012)

DNN-state identification of 2D distributed parameter systems. - Isaac Chairez 001; Rita Fuentes; Alexander S. Poznyak; Tatyana Poznyak; Marisol Escudero; Laura Viana (Int. J. Syst. Sci., 2012)

Active Disturbance Rejection Control based on a simultaneous adaptive observer and a time varying parameter identifier. - Alberto Luviano-Juárez; Isaac Chairez 001 (ECC, 2013)

Adaptive control of discrete-time nonlinear systems by recurrent neural networks in a Quasi Sliding mode regime. - Iván Salgado 001; Oscar Camacho Nieto; Isaac Chairez 001; Cornelio Yáñez (IJCNN, 2013)

Nonlinear discrete time neural network observer. - Iván Salgado 001; Isaac Chairez 001 (Neurocomputing, 2013)

Differential Neuro-Fuzzy Controller for Uncertain Nonlinear Systems. - Isaac Chairez 001 (IEEE Trans. Fuzzy Syst., 2013)

Parameter identification of a permanent magnet synchronous motor. - Norma B. Lozada-Castillo; Isaac Chairez Oria; Alberto Luviano-Juárez; Jesica Escobar (CDC, 2014)

Proportional derivative fuzzy control supplied with second order sliding mode differentiation. - Iván Salgado 001; Oscar Camacho Nieto; Cornelio Yáñez; Isaac Chairez 001 (Eng. Appl. Artif. Intell., 2014)

Multiple DNN identifier for uncertain nonlinear systems based on Takagi-Sugeno inference. - Isaac Chairez 001 (Fuzzy Sets Syst., 2014)

Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal. - Mariel Alfaro-Ponce; Amadeo José Argüelles-Cruz; Isaac Chairez 001 (Neural Networks, 2014)

Finite time convergent learning law for continuous neural networks. - Isaac Chairez 001 (Neural Networks, 2014)

Adaptive Identifier for Uncertain Complex Nonlinear Systems Based on Continuous Neural Networks. - Mariel Alfaro-Ponce; Amadeo José Argüelles-Cruz; Isaac Chairez 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Metodología de clasificación de señales electromiográficas. - J. R. Caro Vásquez; Isaac Chairez Oria; Cornelio Yáñez-Márquez (Res. Comput. Sci., 2015)

Robust Trajectory Tracking of a Delta Robot Through Adaptive Active Disturbance Rejection Control. - Luis Angel Munoz Castaneda; Alberto Luviano-Juárez; Isaac Chairez 001 (IEEE Trans. Control. Syst. Technol., 2015)

Output based backstepping control for trajectory tracking of an Autonomous Underwater Vehicle. - Jorge Cervantes; Wen Yu 001; Sergio Salazar 001; Isaac Chairez 001; Rogelio Lozano (ACC, 2016)

Bilateral output based control of a Master-Slave mechanical system: An Active Disturbance Rejection approach. - Gustavo Hernández-Melgarejo; Luis Angel Munoz Castaneda; Alberto Luviano-Juárez; Isaac Chairez 001 (ACC, 2016)

Distributed parameter system identification using finite element differential neural networks. - Omar Aguilar-Leal; Rita Quetziquel Fuentes-Aguilar; Isaac Chairez 001; Alejandro García-González; Joel C. Huegel (Appl. Soft Comput., 2016)

Parametric identifier of metabolic network associated to hydrogen production in Escherichia coli based on robust sliding-mode differentiation. - Alfonso Sepúlveda Gálvez; Jesús A. Badillo-Corona; Isaac Chairez 001 (Netw. Model. Anal. Health Informatics Bioinform., 2016)

Pattern recognition for electroencephalographic signals based on continuous neural networks. - Mariel Alfaro-Ponce; Amadeo José Argüelles-Cruz; Isaac Chairez 001 (Neural Networks, 2016)

Adaptive identifier for uncertain complex-valued discrete-time nonlinear systems based on recurrent neural networks. - Mariel Alfaro-Ponce; Iván Salgado 001; Amadeo José Argüelles-Cruz; Isaac Chairez Oria (Neural Process. Lett., 2016)

Trajectory tracking disturbance rejection controller for a state constrained biped robot. - Karla Rincon; Alberto Luviano-Juárez; Leticia Santos-Cuevas; Isaac Chairez 001 (CoDIT, 2017)

Trajectory tracking adaptive disturbance rejection controller for a tomographic robotic system. - Pamela Vera; Alberto Luviano-Juárez; Leticia Santos-Cuevas; Isaac Chairez 001 (CoDIT, 2017)

Two-layer dynamic neural field learning law basec on controlled Lyapunov functions. - J. L. Garcia-Lopez; Iván Salgado 001; Isaac Chairez 001 (IJCNN, 2017)

Active disturbance rejection control based on differential neural networks. - Iván Salgado 001; Manuel Mera; Isaac Chairez 001 (IJCNN, 2017)

Windowed electroencephalographic signal classifier based on continuous neural networks with delays in the input. - Mariel Alfaro-Ponce; Amadeo José Argüelles-Cruz; Isaac Chairez Oria (Expert Syst. Appl., 2017)

Takagi-Sugeno Dynamic Neuro-Fuzzy Controller of Uncertain Nonlinear Systems. - Jorge Cervantes; Wen Yu 001; Sergio Salazar 001; Isaac Chairez 001 (IEEE Trans. Fuzzy Syst., 2017)

Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws. - Isaac Chairez 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. - Tatyana Poznyak; Isaac Chairez 001; Alexander S. Poznyak (ISNN, 2018)

Adaptive sliding-mode control with integral compensation for robotic devices with state constraints. - David Cruz-Ortiz; Isaac Chairez 001; Alex Poznyak (SyRoCo, 2018)

Adaptive Proportional Derivative Controller of Cooperative Manipulators. - A. Gaytán; M. Sanchez-Magos; David Cruz-Ortiz; Mariana Ballesteros-Escamilla; Iván Salgado 001; Isaac Chairez Oria (SyRoCo, 2018)

Estimation of Contaminants Decomposition in Solid Phase with Ozone by Differential Neural Networks with Discontinuous Learning Law. - Tatyana Poznyak; Isaac Chairez 001; Alex Poznyak (VSS, 2018)

Distributed Finite-Time State Estimation of Interconnected Complex Metabolic Networks. - Alfonso Sepúlveda Gálvez; Jesús A. Badillo-Corona; Isaac Chairez 001 (Complex., 2018)

Multimodal molecular 3D imaging for the tumoral volumetric distribution assessment of folate-based biosensors. - Gerardo J. Ramírez-Nava; Leticia Santos-Cuevas; Isaac Chairez 001; Liliana Aranda-Lara (Medical Biol. Eng. Comput., 2018)

Adaptive Unknown Input Estimation by Sliding Modes and Differential Neural Network Observer. - Iván Salgado 001; Isaac Chairez 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Terminal sliding mode control of a virtual humanoid robot. - M. Sanchez-Magos; Mariana Ballesteros-Escamilla; David Cruz-Ortiz; Iván Salgado 001; Isaac Chairez 001 (CoDIT, 2019)

Decentralized sliding-mode control of robotic manipulator with constraint workspace: a finite-convergent barrier Lyapunov approach. - David Cruz-Ortiz; Isaac Chairez 001; Vadim I. Utkin; Alexander S. Poznyak (CCE, 2019)

Output Adaptive Control of a Skid Steering Autonomous Vehicle. - Ruben Fuentes-Alvarez; Isaac Chairez 001; Kim D. Adams; Sergio Salazar 001; Ricardo López 001 (CCE, 2019)

Fixed-time robust output feedback control of a restricted state biped robot based on a tangent barrier Lyapunov function. - Karla Rincon; Isaac Chairez 001; Wen Yu 001 (CCE, 2019)

Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. - Isaac Chairez 001; Alexander S. Poznyak; Alexander V. Nazin; Tatyana Poznyak (ISNN (1), 2019)

A survey on artificial neural networks application for identification and control in environmental engineering: Biological and chemical systems with uncertain models. - Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (Annu. Rev. Control., 2019)

Robust identification of unknown inputs in electrical stimulation of ex-vivo animal models. - Iván Salgado 001; Mariel Alfaro-Ponce; Oscar Camacho Nieto; Isaac Chairez 001 (Biomed. Signal Process. Control., 2019)

Hybrid position/force output feedback second-order sliding mode control for a prototype of an active orthosis used in back-assisted mobilization. - Mariana Ballesteros-Escamilla; David Cruz-Ortiz; Iván Salgado 001; Isaac Chairez Oria (Medical Biol. Eng. Comput., 2019)

Automatic electroencephalographic information classifier based on recurrent neural networks. - Mariel Alfaro-Ponce; Amadeo José Argüelles-Cruz; Isaac Chairez 001; Amadeo Argüelles (Int. J. Mach. Learn. Cybern., 2019)

Adaptive sliding-mode observer for second order discrete-time MIMO nonlinear systems based on recurrent neural-networks. - Iván Salgado 001; Hafiz Ahmed; Oscar Camacho Nieto; Isaac Chairez 001 (Int. J. Mach. Learn. Cybern., 2019)

Automatic detection of electrocardiographic arrhythmias by parallel continuous neural networks implemented in FPGA. - Mariel Alfaro-Ponce; Isaac Chairez 001; Ralph Etienne-Cummings (Neural Comput. Appl., 2019)

Unsupervised learning for a clustering algorithm based on ellipsoidal calculus. - Alejandro Guarneros; Iván Salgado 001; Isaac Chairez 001 (CoDIT, 2020)

Extended integral sliding mode robust sub-gradient extremum seeking control for tracking trajectory of autonomous underwater vehicle. - Alejandra Hernandez-Sanchez; Isaac Chairez 001; Alexander S. Poznyak (CoDIT, 2020)

Continuous electroencephalographic signal automatic classification using Deep Differential Neural Networks. - Dusthon Llorente-Vidrio; Mariana Ballesteros 001; David Cruz-Ortiz; Iván Salgado 001; Isaac Chairez 001 (CoDIT, 2020)

Bioinformatics-inspired non-parametric modelling of pharmacokinetics-pharmacodynamics systems using differential neural networks. - Mariel Alfaro-Ponce; Isaac Chairez 001 (IJCNN, 2020)

Robust Gradient Estimator for Unknown Frequency Estimation in Noisy Environment: Application to Grid-Synchronization. - Hafiz Ahmed; Iván Salgado 001; Isaac Chairez 001; Mohamed Benbouzid 001 (IEEE Access, 2020)

Continuous and recurrent pattern dynamic neural networks recognition of electrophysiological signals. - Mariel Alfaro-Ponce; Isaac Chairez 001 (Biomed. Signal Process. Control., 2020)

Terminal Sliding-Mode Control of Virtual Humanoid Robot with Joint Restrictions Walking on stepping objects. - M. Sanchez-Magos; Mariana Ballesteros-Escamilla; David Cruz-Ortiz; Iván Salgado 001; Isaac Chairez Oria (Cybern. Syst., 2020)

Robust observer-based controller design for state constrained uncertain systems: attractive ellipsoid method. - Manuel Mera; Iván Salgado 001; Isaac Chairez 001 (Int. J. Control, 2020)

Robust optimal feedback control design for uncertain systems based on artificial neural network approximation of the Bellman's value function. - Mariana Ballesteros-Escamilla; Isaac Chairez 001; Alexander S. Poznyak (Neurocomputing, 2020)

Time-varying output-based Takagi-Sugeno fuzzy controller of uncertain nonlinear systems. - Jorge Cervantes; Wen Yu 001; Sergio Salazar 001; Isaac Chairez 001 (Int. J. Syst. Sci., 2020)

Tracking control of tomographic image acquisition robotic system based on active disturbance rejection theory with adaptive gains. - Pamela Vera-Tizatl; Alberto Luviano-Juárez; Leticia Santos-Cuevas; Isaac Chairez 001 (J. Syst. Control. Eng., 2020)

Robust min-max optimal control design for systems with uncertain models: A neural dynamic programming approach. - Mariana Ballesteros-Escamilla; Isaac Chairez 001; Alexander S. Poznyak (Neural Networks, 2020)

Projectional Observers of Nonlinear Systems With Full-State Constraints. - Alejandro García-González; Alexander S. Poznyak; Isaac Chairez 001; Tatyana Poznyak (IEEE Trans. Circuits Syst., 2020)

Adaptive Tracking Control of State Constraint Systems Based on Differential Neural Networks: A Barrier Lyapunov Function Approach. - Rita Quetziquel Fuentes-Aguilar; Isaac Chairez 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Musculoskeletal Neural Network path generator for a virtual upper-limb active controlled orthosis. - Alejandro Lozano; David Cruz-Ortiz; Mariana Ballesteros 001; Isaac Chairez 001 (EMBC, 2021)

Non-parametric identification of homogeneous dynamical systems. - Mariana Ballesteros 001; Andrei Polyakov 001; Denis V. Efimov; Isaac Chairez 001; Alexander S. Poznyak (Autom., 2021)

Control of a hybrid upper-limb orthosis device based on a data-driven artificial neural network classifier of electromyography signals. - Francisco Medina; Kenny Perez; David Cruz-Ortiz; Mariana Ballesteros 001; Isaac Chairez 001 (Biomed. Signal Process. Control., 2021)

Differential neural network approximation of positive systems: An asymmetric barrier Lyapunov functions approach for learning laws design. - Olga G. Andrianova; Alexander S. Poznyak; Isaac Chairez 001 (Neurocomputing, 2021)

Tridimensional autonomous motion robust control of submersible ship based on averaged sub-gradient integral sliding mode approach. - Alejandra Hernandez-Sanchez; Olga G. Andrianova; Alexander S. Poznyak; Isaac Chairez 001 (Int. J. Syst. Sci., 2021)

Discrete event-driven control of an active orthosis regulated by electromyographic signals for Canis lupus familiaris. - Misael Sanchez; A. Ruiz; David Cruz-Ortiz; Iván Salgado 001; Mariana Ballesteros 001; Isaac Chairez 001 (Intell. Serv. Robotics, 2021)

Dynamic Motion Backstepping Control of Underwater Autonomous Vehicle Based on Averaged Sub-gradient Integral Sliding Mode Method. - Alejandra Hernandez-Sanchez; Isaac Chairez 001; Alexander S. Poznyak; Olga G. Andrianova (J. Intell. Robotic Syst., 2021)

Sliding mode control of an ozone generator based on dual AC/DC/AC power converters. - Yazan M. Alsmadi; Isaac Chairez 001; Vadim Utkin (J. Syst. Control. Eng., 2021)

Output feedback robust disturbance rejection tracking control design for a bipedal robotic system with articulation constraints. - Karla Rincón-Martínez; Alberto Luviano-Juárez; Leticia Santos-Cuevas; Isaac Chairez 001 (J. Syst. Control. Eng., 2021)

Robust control for third-order electro-mechanical systems with partially unknown dynamics under state constraints. - Alejandro Lozano; Mariana Ballesteros 001; David Cruz-Ortiz; Iván Salgado 001; Joel C. Huegel; Isaac Chairez 001 (CoDIT, 2022)

Backstepping second order sliding mode control for a car-like robot. - Caridad Mireles-Perez; David Cruz-Ortiz; Iván Salgado 001; Isaac Chairez 001 (CoDIT, 2022)

Adaptive extended state feedback controller for a multilink robotic manipulator with micro-metric piezoelectric grasping end-effector. - Francisco Moreno; Karla Rincon; Ivan de Jesus Salgado; Isaac Chairez 001 (CoDIT, 2022)

Adaptive gain first-order sliding mode control for a millimetric electrospinning device with output constraints. - Oscar Reyes-Garcia; Alejandro Lozano; David Cruz-Ortiz; Mariana Ballesteros 001; Isaac Chairez 001 (CoDIT, 2022)

Adaptive control of a biped robot mobilized by linear actuators considering articular restrictions. - Karla Rincon; Wen Yu 001; Isaac Chairez 001 (CoDIT, 2022)

Alternator with controllable frequency and amplitude. - Vadim Utkin; Isaac Chairez 001 (ICAT, 2022)

Adaptive Controller Based on Barrier Lyapunov Function for a Composite Cartesian-Delta Robotic Device for Precise Time-Varying Position Tracking. - Jazmín Mendoza Bautista; Luz Abril Torres-Méndez; Isaac Chairez 001 (ICCMA, 2022)

Brain Computer Interface for Speech Synthesis Based on Multilayer Differential Neural Networks. - Dusthon Llorente-Vidrio; Mariana Ballesteros 001; David Cruz-Ortiz; Ivan de Jesus Salgado Ramos; Isaac Chairez 001 (Cybern. Syst., 2022)

Simultaneous state and parameter estimation method for a conventional ozonation system. - Isaac Chairez 001; Asif Chalanga; Alex Poznyak; Sarah K. Spurgeon; Tatyana Poznyak (Comput. Chem. Eng., 2022)

Energetic optimization of an autonomous mobile socially assistive robot for autism spectrum disorder. - Ruben Fuentes-Alvarez; Alejandro Morfin-Santana; Karlo Ibañez; Isaac Chairez 001; Sérgio Salazar (Frontiers Robotics AI, 2022)

Exponential Continuous Non-Parametric Neural Identifier With Predefined Convergence Velocity. - Mariana Ballesteros 001; Rita Quetziquel Fuentes-Aguilar; Isaac Chairez 001 (IEEE CAA J. Autom. Sinica, 2022)

Super-twisting-based sliding mode control of drum boiler energy conversion systems. - Yazan M. Alsmadi; Imtiaz Ur Rehman; Ali Arshad Uppal; Vadim Utkin; Isaac Chairez 001; Mohammed Ibbini (Int. J. Control, 2022)

Neuro-adaptive sliding mode control for underground coal gasification energy conversion process. - Mutahir Khattak; Ali Arshad Uppal; Qudrat Khan; Aamer Iqbal Bhatti; Yazan M. Alsmadi; Vadim I. Utkin; Isaac Chairez 001 (Int. J. Control, 2022)

Stable learning laws design for long short-term memory identifier for uncertain discrete systems via control Lyapunov functions. - Alejandro Guarneros-Sandoval; Mariana Ballesteros 001; Iván Salgado 001; Isaac Chairez 001 (Neurocomputing, 2022)

Lyapunov stable learning laws for multilayer recurrent neural networks. - Alejandro Guarneros-Sandoval; Mariana Ballesteros 001; Iván Salgado 001; Julia Rodríguez-Santillán; Isaac Chairez 001 (Neurocomputing, 2022)

Safe operation for teleoperated robotic manipulators with restricted synchronization error via non-singular terminal sliding-mode control. - David Cruz-Ortiz; Isaac Chairez 001; Alexander S. Poznyak (J. Frankl. Inst., 2022)

Robust dynamic backstepping averaged sub-gradient integral sliding mode control for navigation of mobile robots. - Alejandra Hernandez-Sanchez; Alexander S. Poznyak; Olga G. Andrianova; Isaac Chairez 001 (J. Syst. Control. Eng., 2022)

Adaptive terminal sliding mode control of a regulated multidimensional electrospinning device for polymeric structures. - Oscar Reyes-Garcia; Dusthon Llorente-Vidrio; Ricardo Santillan; David Cruz-Ortiz; Isaac Chairez 001 (J. Syst. Control. Eng., 2022)

Adaptive modeling of nonnegative environmental systems based on projectional Differential Neural Networks observer. - Isaac Chairez 001; Olga G. Andrianova; Tatyana Poznyak; Alexander S. Poznyak (Neural Networks, 2022)

Deep Learning Adapted to Differential Neural Networks Used as Pattern Classification of Electrophysiological Signals. - Dusthon Llorente-Vidrio; Mariana Ballesteros-Escamilla; Iván Salgado 001; Isaac Chairez Oria (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Active Disturbance Rejection Controller for a Flexible Walking Bioinspired Inchworm Mobile Robot Actuated With Shape Memory Alloy Devices. - Vania Lara-Ortiz; Alejandro Guarneros; Dusthon Llorente-Vidrio; David Cruz-Ortiz; Iván Salgado 001; Isaac Chairez 001 (IEEE Trans. Control. Syst. Technol., 2022)

Practical Realization of Implicit Homogeneous Controllers for Linearized Systems. - David Cruz-Ortiz; Mariana Ballesteros 001; Andrey Polyakov 001; Denis V. Efimov; Isaac Chairez 001; Alexander S. Poznyak (IEEE Trans. Ind. Electron., 2022)

Sliding-Mode Control of Full-State Constraint Nonlinear Systems: A Barrier Lyapunov Function Approach. - David Cruz-Ortiz; Isaac Chairez 001; Alexander S. Poznyak (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Finite-Time Output Feedback Robust Controller Based on Tangent Barrier Lyapunov Function for Restricted State Space for Biped Robot. - Karla Rincon; Isaac Chairez Oria; Wen Yu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Output feedback robust control for teleoperated manipulator robots with different workspace. - Misael Sanchez; David Cruz-Ortiz; Mariana Ballesteros 001; Iván Salgado 001; Isaac Chairez 001 (Expert Syst. Appl., 2022)

Dynamic Neural Network with Guaranteed Sensitivity to External Influences. - Danil Chernozubov; Arthur Mukhamedov; Grigory Bugriy; Viktor Chertopolokhov; Isaac Chairez 001 (SSCI, 2023)

Output feedback adaptive controller of a autonomous skid-steering mobile vehicle based on sequential super-twisting differentiators. - Ruben Fuentes-Alvarez; Isaac Chairez 001; Kim D. Adams; Sergio Salazar 001; Ricardo López-Gutiérrez (J. Syst. Control. Eng., 2023)

On the dynamic neural network toolbox design for identification, estimation and control. - Isaac Chairez 001; Israel Alejandro Guarneros-Sandoval; Vlad Prud; Olga G. Andrianova; Sleptsov Ernest; Viktor Chertopolokhov; Grigory Bugriy; Arthur Mukhamedov (Kybernetes, 2023)

Home-care nursing controlled mobile robot with vital signal monitoring. - Caridad Mireles-Perez; Misael Sanchez; David Cruz-Ortiz; Iván Salgado 001; Isaac Chairez 001 (Medical Biol. Eng. Comput., 2023)

Output feedback averaged sub-gradient integral sliding mode control to regulate the tridimensional autonomous motion of autonomous submersible vehicles. - Alejandra Hernandez-Sanchez; Alexander S. Poznyak; Olga G. Andrianova; Isaac Chairez Oria (J. Syst. Control. Eng., 2023)

Rational Continuous Neural Network Identifier for Singular Perturbed Systems With Uncertain Dynamical Models. - Olga G. Andrianova; Alex Poznyak; Rita Quetziquel Fuentes-Aguilar; Isaac Chairez 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics. - Alex Poznyak; Isaac Chairez 001; A. Anyutin (Neural Process. Lett., 2023)

3D-Printed Scaffold Mimicking IBD Gut Microenvironments: An In Vitro Model for Bacterial Bioink Growth. - Alejandro García-González; Mariana Jáquez-Sánchez; Axel Maya-Morales; Mariana S. Flores-Jiménez; Yocanxóchitl Perfecto-Avalos; Isaac Chairez Oria; Abel Gutiérrez-Vilchis; Ricardo García-Gamboa (EMBC, 2024)

Continuous Recurrent Neural Network Identifier Based On Exponential Barrier Lyapunov Functions. - Manuela Gomez-Correa; Mariana Ballesteros 001; Rita Quetziquel Fuentes-Aguilar; Isaac Chairez 001; David Cruz-Ortiz (ICCMA, 2024)

Differential neural network based adaptive average output feedback control design for dosage determination on cancer based immunotherapy treatment. - N. Aguilar-Blas; Isaac Chairez Oria; Agustin Cabrera (Appl. Soft Comput., 2024)

Differential neural network robust constrained controller using approximate dynamic programming. - Sebastian Noriega-Marquez; Alexander S. Poznyak; Alejandra Hernandez-Sanchez; Isaac Chairez 001 (Eur. J. Control, 2024)

Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories. - Alejandro Macias-Hernandez; Daniela F. Orozco-Granados; Isaac Chairez 001 (Neurocomputing, 2024)

Identification of Hamiltonian systems using neural networks and first integrals approaches. - Ilya Nachevsky; Isaac Chairez 001; Olga G. Andrianova (Neurocomputing, 2024)

Extremum seeking control for the trajectory tracking of a skid steering vehicle via averaged sub-gradient integral sliding-mode theory. - Alejandra Hernandez-Sanchez; Alex Poznyak; Isaac Chairez 001 (Robotics Auton. Syst., 2024)

Emulator of electrocardiographically biopotentials based on a sliding mode controlled buck power converter. - Vadim Utkin; Isaac Chairez 001 (J. Syst. Control. Eng., 2024)

Assessment of machine learning strategies for simplified detection of autism spectrum disorder based on the gut microbiome composition. - Juan M. Olaguez-Gonzalez; Satu Elisa Schaeffer; Luz Breton-Deval; Mariel Alfaro-Ponce; Isaac Chairez 001 (Neural Comput. Appl., 2024)

Convolutional neural networks for pattern classifying based on parameterized predefined sequence of image filters. - Dusthon Llorente-Vidrio; Rita Quetziquel Fuentes-Aguilar; Isaac Chairez 001 (Neural Comput. Appl., 2024)

Finite-Time Output Robust Control for Restricted Joint Flight Emulator Robotic Arm With Adaptive Tangent Barrier Gains. - Isaac Chairez 001; Alejandra Hernandez-Sanchez; Caridad Mireles; Arthur Mukhamedov; Grigory Bugriy; Stepan Lemak; Viktor Chertopolokhov (IEEE Access, 2025)

Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach. - Alejandro Lozano; David Cruz-Ortiz; Mariana Ballesteros 001; Isaac Chairez 001 (Eng. Appl. Artif. Intell., 2025)

Non-parametric identifier of systems with uncertain model using a Lyapunov-based continuous form of back-propagation method. - Dusthon Llorente-Vidrio; Isaac Chairez Oria; Rita Quetziquel Fuentes-Aguilar (Neurocomputing, 2025)

Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints. - Ilya Nachevsky; Olga G. Andrianova; Isaac Chairez 001; Alexander S. Poznyak (IEEE Trans. Neural Networks Learn. Syst., 2025)

Differential Neural Network Identifiers for Periodic Systems, a Floquet's Theory Approach. - Grigory Bugriy; Arthur Mukhamedov; Viktor Chertopolokhov; Stepan Lemak; Isaac Chairez 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

ε-Nash Equilibrium of Pursuer-Evader-Defender Missile Navigation Dynamic Games. - Sebastian Noriega-Marquez; Alejandra Hernandez-Sanchez; Isaac Chairez 001; Alexander S. Poznyak (Unmanned Syst., 2025)

Adaptive Structure Strategy for Designing Nonparametric Models Based on Differential Neural Networks Using Functional Projection. - Arthur Mukhamedov; Grigory Bugriy; Irina Polikanova; Isaac Chairez 001; Alexander S. Poznyak; Viktor Chertopolokhov (IEEE Trans. Neural Networks Learn. Syst., 2025)