Isaac Chairez Oria

发表

Distributed parameter system identification using finite element differential neural networks

Omar Aguilar-Leal, Rita Q. Fuentes-Aguilar, Isaac Chairez Oria, 2016, Appl. Soft Comput..

Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique

Isaac Chairez Oria, Alexander Poznyak, Alexander V. Nazin, 2019, ISNN.

Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal

Isaac Chairez Oria, Mariel Alfaro, Amadeo José Argüelles-Cruz, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Automatic electroencephalographic information classifier based on recurrent neural networks

Isaac Chairez Oria, Mariel Alfaro, Amadeo José Argüelles-Cruz, 2019, Int. J. Mach. Learn. Cybern..

Adaptive identifier for uncertain complex-valued discrete-time nonlinear systems based on recurrent neural networks

Isaac Chairez Oria, Mariel Alfaro, Amadeo José Argüelles-Cruz, 2015, Neural Processing Letters.

Continuous Neural Networks Applied to identify a class of uncertain parabolic Partial differential equations

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2010, Int. J. Model. Simul. Sci. Comput..

Windowed electroencephalographic signal classifier based on continuous neural networks with delays in the input

Isaac Chairez Oria, Mariel Alfaro, Amadeo José Argüelles-Cruz, 2017, Expert Syst. Appl..

Background on dynamic neural networks

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2019, Ozonation and Biodegradation in Environmental Engineering.

Robust min-max optimal control design for systems with uncertain models: A neural dynamic programming approach

Isaac Chairez Oria, Mariana Ballesteros-Escamilla, Alexander S. Poznyak, 2020, Neural Networks.

Wireless trans-corneal stimulus for the optical nerve based on adaptive modeling using continuous neural networks

Isaac Chairez Oria, Mariel Alfaro, Luis Niño de Rivera, 2010, 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

Output based backstepping control for trajectory tracking of an Autonomous Underwater Vehicle

Rogelio Lozano, Sergio Salazar, Wen Yu, 2016, 2016 American Control Conference (ACC).

Bioinformatics-inspired non-parametric modelling of pharmacokinetics-pharmacodynamics systems using differential neural networks

Isaac Chairez Oria, Mariel Alfaro, 2020, IJCNN.

Practical stability analysis for DNN observation

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2008, CDC.

Model predictive control by differential neural networks approach

Alexander S. Poznyak, Isaac Chairez Oria, Alejandro García-González, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Adaptive Identifier for Uncertain Complex Nonlinear Systems Based on Continuous Neural Networks

Isaac Chairez Oria, Mariel Alfaro, Amadeo José Argüelles-Cruz, 2014, IEEE Trans. Neural Networks Learn. Syst..

Extended integral sliding mode robust sub-gradient extremum seeking control for tracking trajectory of autonomous underwater vehicle

Isaac Chairez Oria, Alexander S. Poznyak, Alejandra Hernandez-Sanchez, 2020, 2020 7th International Conference on Control, Decision and Information Technologies (CoDIT).

Continuous and recurrent pattern dynamic neural networks recognition of electrophysiological signals

Isaac Chairez Oria, Mariel Alfaro, I. Chairez, 2020, Biomed. Signal Process. Control..

Automatic detection of electrocardiographic arrhythmias by parallel continuous neural networks implemented in FPGA

Ralph Etienne-Cummings, Isaac Chairez Oria, Mariel Alfaro, 2017, Neural Computing and Applications.

Adaptive control of discrete-time nonlinear systems by recurrent neural networks in a Quasi Sliding mode regime

Oscar Camacho Nieto, Isaac Chairez Oria, Cornelio Yáñez-Márquez, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Trajectory tracking adaptive disturbance rejection controller for a tomographic robotic system

Isaac Chairez Oria, Alberto Luviano-Juárez, Pamela Vera, 2017, 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT).

Terminal Sliding-Mode Control of Virtual Humanoid Robot with Joint Restrictions Walking on stepping objects

Isaac Chairez Oria, Mariana Ballesteros-Escamilla, David Cruz-Ortiz, 2020, Cybern. Syst..

Adaptive sliding-mode observer for second order discrete-time MIMO nonlinear systems based on recurrent neural-networks

Oscar Camacho Nieto, Isaac Chairez Oria, Hafiz Ahmed, 2019, Int. J. Mach. Learn. Cybern..

Observer design for a class of hyperbolic PDE equation based on a Distributed Super Twisting Algorithm

Ramon Miranda, Leonid M. Fridman, Isaac Chairez Oria, 2012, 2012 12th International Workshop on Variable Structure Systems.

Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2008, Int. J. Control.

Unsupervised learning for a clustering algorithm based on ellipsoidal calculus

Isaac Chairez Oria, Iván Salgado, Alejandro Guarneros, 2020, 2020 7th International Conference on Control, Decision and Information Technologies (CoDIT).

Automatic Image Processing to Preclinical Biokinetic Modelling of 99m Tc-Radiopharmaceuticals

Isaac Chairez Oria, Clara Leticia Santos Cuevas, Luz Grindelia Cornejo Aragon, 2015 .

A survey on artificial neural networks application for identification and control in environmental engineering: Biological and chemical systems with uncertain models

Isaac Chairez Oria, Tatyana Poznyak, Alexander Poznyak, 2019, Annu. Rev. Control..

Active Disturbance Rejection Control based on a simultaneous adaptive observer and a time varying parameter identifier

Isaac Chairez Oria, Alberto Luviano-Juárez, I. Chairez, 2013, 2013 European Control Conference (ECC).

Neuro Tracking Control for Immunotherapy Cancer Treatment

Isaac Chairez Oria, Nadezhda Aguilar, Agustin Cabrera, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Design of mixed Luenberger and sliding continuous mode observer using sampled output information

Leonid M. Fridman, Isaac Chairez Oria, Jaime A. Moreno, 2010, 49th IEEE Conference on Decision and Control (CDC).

Multiple DNN identifier for uncertain nonlinear systems based on Takagi-Sugeno inference

Isaac Chairez Oria, I. Chairez, 2014, Fuzzy Sets Syst..

Nonlinear discrete time neural network observer

Isaac Chairez Oria, Iván Salgado, I. Chairez, 2013, Neurocomputing.

Distributed Finite-Time State Estimation of Interconnected Complex Metabolic Networks

Isaac Chairez Oria, Alfonso Sepúlveda Gálvez, Jesús A. Badillo-Corona, 2018, Complex..

New Sliding-Mode Learning Law for Dynamic Neural Network Observer

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2006, IEEE Transactions on Circuits and Systems II: Express Briefs.

Adaptive linearization for nonlinear systems using continuous Neural Networks

Isaac Chairez Oria, Alejandro García-González, Marisol Escudero, 2010, 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

Fixed-time robust output feedback control of a restricted state biped robot based on a tangent barrier Lyapunov function

Wen Yu, Isaac Chairez Oria, Karla Rincon, 2019, 2019 16th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Robust optimal feedback control design for uncertain systems based on artificial neural network approximation of the Bellman's value function

Alexander S. Poznyak, Isaac Chairez Oria, Mariana Ballesteros-Escamilla, 2020, Neurocomputing.

Finite time convergent learning law for continuous neural networks

Isaac Chairez Oria, 2014, Neural Networks.

Switching Learning Law for Differential Neural Observer for Biodegradation Process

Isaac Chairez Oria, Alejandro García-González, Tatyana Poznyak, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws

Isaac Chairez Oria, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Parametric identifier of metabolic network associated to hydrogen production in Escherichia coli based on robust sliding-mode differentiation

Isaac Chairez Oria, Alfonso Sepúlveda Gálvez, Jesús A. Badillo-Corona, 2016, Network Modeling Analysis in Health Informatics and Bioinformatics.

Continuous electroencephalographic signal automatic classification using Deep Differential Neural Networks

Isaac Chairez Oria, Iván Salgado, D. Llorente-Vidrio, 2020, 2020 7th International Conference on Control, Decision and Information Technologies (CoDIT).

Two-layer dynamic neural field learning law basec on controlled Lyapunov functions

Isaac Chairez Oria, Iván Salgado, J. L. Garcia-Lopez, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Output Adaptive Control of a Skid Steering Autonomous Vehicle

Isaac Chairez Oria, Kim Adams, Sergio Salazar, 2019, 2019 16th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Hepatitis C Dynamics' Estimation Process by Differential Neural Networks.

Ramon Miranda, Isaac Chairez Oria, Nadezhda Aguilar, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Decentralized sliding-mode control of robotic manipulator with constraint workspace: a finite-convergent barrier Lyapunov approach

Vadim I. Utkin, Isaac Chairez Oria, Alexander Poznyak, 2019, 2019 16th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Neural numerical modeling for uncertain distributed parameter systems

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2009, 2009 International Joint Conference on Neural Networks.

Design of variable gain super-twisting observer for nonlinear systems with sampled output

Alexander S. Poznyak, Leonid M. Fridman, Isaac Chairez Oria, 2010, 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

Robust identification of uncertain Schrödinger type complex partial differential equations

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2010, 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

Extended Kalman Filter Weights Adjustment for Neonatal Incubator Neurofuzzy Identification

Isaac Chairez Oria, Agustin Cabrera, David Valdez, 2006, 2006 IEEE International Conference on Fuzzy Systems.

Robust observer-based controller design for state constrained uncertain systems: attractive ellipsoid method

Manuel Mera, Isaac Chairez Oria, Iván Salgado, 2018, Int. J. Control.

Discrete time recurrent neural network sliding mode observer

Isaac Chairez Oria, Alejandro García-González, Iván Salgado, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Proportional derivative fuzzy control supplied with second order sliding mode differentiation

Oscar Camacho Nieto, Isaac Chairez Oria, Cornelio Yáñez-Márquez, 2014, Eng. Appl. Artif. Intell..

Trajectory tracking disturbance rejection controller for a state constrained biped robot

Isaac Chairez Oria, Alberto Luviano-Juárez, Leticia Santos-Cuevas, 2017, 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT).

Wavelet Differential Neural Network Observer

Isaac Chairez Oria, 2009, IEEE Trans. Neural Networks.

DNN-state identification of 2D distributed parameter systems

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2012, Int. J. Syst. Sci..

Terminal sliding mode control of a virtual humanoid robot

Isaac Chairez Oria, M. Sanchez-Magos, Iván Salgado, 2019, 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT).

Takagi–Sugeno Dynamic Neuro-Fuzzy Controller of Uncertain Nonlinear Systems

Sergio Salazar, Wen Yu, Isaac Chairez Oria, 2017, IEEE Transactions on Fuzzy Systems.

Non-parametric Modeling of the Optical Nerve Response by Trans-corneal Stimulation Using Differential Neural Networks

Isaac Chairez Oria, Mariel Alfaro, Luis Niño de Rivera, 2010, 2010 Ninth Mexican International Conference on Artificial Intelligence.

Time-varying output-based Takagi–Sugeno fuzzy controller of uncertain nonlinear systems

Sergio Salazar, Isaac Chairez Oria, Wen Yu, 2020, Int. J. Syst. Sci..

Discrete time recurrent neural network observer

Isaac Chairez Oria, Iván Salgado, 2009, 2009 International Joint Conference on Neural Networks.

Parameter identification of a permanent magnet synchronous motor

Isaac Chairez Oria, J. Escobar, Alberto Luviano-Juárez, 2014, 53rd IEEE Conference on Decision and Control.

Active disturbance rejection control based on differential neural networks

Manuel Mera, Isaac Chairez Oria, Iván Salgado, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Neuro-observer based on backstepping technique for distributed parameters systems

Alexander S. Poznyak, Isaac Chairez Oria, Rita Fuentes, 2012, 2012 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE).

Improved DNN identifier based on takagi sugeno fuzzy systems

Isaac Chairez Oria, Laura Viana, 2010, 2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control.

Bilateral output based control of a Master-Slave mechanical system: An Active Disturbance Rejection approach

Isaac Chairez Oria, Alberto Luviano-Juárez, G. Hernandez-Melgarejo, 2016, 2016 American Control Conference (ACC).

Projectional differential neural network observer with stable adaptation weights

Alexander S. Poznyak, Isaac Chairez Oria, Alejandro García-González, 2008, 2008 47th IEEE Conference on Decision and Control.

Estimation of Contaminants Decomposition in Solid Phase with Ozone by Differential Neural Networks with Discontinuous Learning Law

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2018, 2018 15th International Workshop on Variable Structure Systems (VSS).

Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2018, ISNN.

Neural observer application for conventional ozonation in water

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2019, Ozonation and Biodegradation in Environmental Engineering.

Metodología de clasificación de señales electromiográficas

Isaac Chairez Oria, Cornelio Yáñez-Márquez, J. R. Caro Vásquez, 2015, Res. Comput. Sci..

Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks

Alexander S. Poznyak, Isaac Chairez Oria, Alejandro García-González, 2009, 2009 International Joint Conference on Neural Networks.

Pattern recognition for electroencephalographic signals based on continuous neural networks

Isaac Chairez Oria, Mariel Alfaro, Amadeo José Argüelles-Cruz, 2016, Neural Networks.

Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks

Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak, 2009, ICANN.

Robust identification of unknown inputs in electrical stimulation of ex-vivo animal models

Oscar Camacho Nieto, Isaac Chairez Oria, Mariel Alfaro, 2019, Biomed. Signal Process. Control..

Multimodal molecular 3D imaging for the tumoral volumetric distribution assessment of folate-based biosensors

Isaac Chairez Oria, Gerardo J. Ramírez-Nava, Leticia Santos-Cuevas, 2017, Medical & Biological Engineering & Computing.

Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal

Isaac Chairez Oria, Mariel Alfaro, Amadeo José Argüelles-Cruz, 2013, IJCNN.

Discrete event-driven control of an active orthosis regulated by electromyographic signals for Canis lupus familiaris

Isaac Chairez Oria, Mariana Ballesteros, Iván Salgado, 2021, Intell. Serv. Robotics.

Musculoskeletal Neural Network path generator for a virtual upper-limb active controlled orthosis

Isaac Chairez Oria, Mariana Ballesteros, David Cruz-Ortiz, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Differential neural network approximation of positive systems: An asymmetric barrier Lyapunov functions approach for learning laws design

Alexander S. Poznyak, Isaac Chairez Oria, Olga Andrianova, 2021, Neurocomputing.

Dynamic Motion Backstepping Control of Underwater Autonomous Vehicle Based on Averaged Sub-gradient Integral Sliding Mode Method

Alexander S. Poznyak, Isaac Chairez Oria, Alejandra Hernandez-Sanchez, 2021, Journal of Intelligent & Robotic Systems.

Control of a hybrid upper-limb orthosis device based on a data-driven artificial neural network classifier of electromyography signals

Isaac Chairez Oria, Mariana Ballesteros, David Cruz-Ortiz, 2021, Biomed. Signal Process. Control..

Non-parametric identification of homogeneous dynamical systems

Alexander S. Poznyak, Denis V. Efimov, Isaac Chairez Oria, 2021, Autom..

Adaptive extended state feedback controller for a multilink robotic manipulator with micro-metric piezoelectric grasping end-effector

Isaac Chairez Oria, I. Salgado, Francisco Moreno, 2022, 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT).

Ozone Dosage is the Key Factor of Its Effect in Biological Systems

Isaac Chairez Oria, T. Poznyak, P. Blanco, 2018, Ozone in Nature and Practice.

Ozonation in the gaseous phase

Isaac Chairez Oria, A. Poznyak, T. Poznyak, 2019, Ozonation and Biodegradation in Environmental Engineering.

Ozonation as main method for organic contaminants degradation in three different phases: liquid, solid, and gaseous

Isaac Chairez Oria, A. Poznyak, T. Poznyak, 2019, Ozonation and Biodegradation in Environmental Engineering.

Modeling of ozonation

Isaac Chairez Oria, A. Poznyak, T. Poznyak, 2019, Ozonation and Biodegradation in Environmental Engineering.