Martin T. Hagan

33 papers B 10C 1Misc 1Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive Multistep Prediction With Sequence-to-Sequence (Seq2Seq) Models. IEEE Trans. Neural Networks Learn. Syst. Joseph Kelley, Martin T. Hagan
2024	J	`jnl`	Comparison of neural network NARX and NARMAX models for multi-step prediction using simulated and experimental data. Expert Syst. Appl. Joseph Kelley, Martin T. Hagan
2018	J	`jnl`	Application of new training methods for neural model reference control. Eng. Appl. Artif. Intell. Amir H. Jafari, Martin T. Hagan
2018	J	`jnl`	Soft Computing Tools for Virtual Drug Discovery. J. Artif. Intell. Soft Comput. Res. Daniel M. Hagan, Martin T. Hagan
2016	J	`jnl`	Advances in Neural Networks and Hybrid-Metaheuristics: Theory, Algorithms, and Novel Engineering Applications. Comput. Intell. Neurosci. Marco A. Moreno-Armendáriz, Martin T. Hagan, Enrique Alba, José de Jesús Rubio, Carlos Alberto Cruz Villar, Guillermo Leguizamón
2016	B	`conf`	Virtual drug screening using neural networks. IJCNN Daniel M. Hagan, Martin T. Hagan
2015	B	`conf`	A computational model for predicting local distortion visibility via convolutional neural network trainedon natural scenes. ICIP Md Mushfiqul Alam, Pranita Patil, Martin T. Hagan, Damon M. Chandler
2015	B	`conf`	Enhanced recurrent network training. IJCNN Amir H. Jafari, Martin T. Hagan
2015	—	`conf`	Relations between local and global perceptual image quality and visual masking. Human Vision and Electronic Imaging Md Mushfiqul Alam, Pranita Patil, Martin T. Hagan, Damon M. Chandler
2013	B	`conf`	A procedure for training recurrent networks. IJCNN Manh Cong Phan, Mark H. Beale, Martin T. Hagan
2013	J	`jnl`	Error Surface of Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Manh Cong Phan, Martin T. Hagan
2009	B	`conf`	Realizing general MLP networks with minimal FPGA resources. IJCNN Carl Latino, Marco A. Moreno-Armendáriz, Martin T. Hagan
2009	J	`jnl`	Spurious Valleys in the Error Surface of Recurrent Networks - Analysis and Avoidance. IEEE Trans. Neural Networks Jason Horn, Orlando De Jesús, Martin T. Hagan
2008	Misc	`conf`	Backpropagation Through Time for General Dynamic Networks. IC-AI Orlando De Jesús, Martin T. Hagan
2007	J	`jnl`	A General Framework for Dynamic Networks. Res. Comput. Sci. Martin T. Hagan, Orlando De Jesús
2007	J	`jnl`	Backpropagation Algorithms for a Broad Class of Dynamic Networks. IEEE Trans. Neural Networks Orlando De Jesús, Martin T. Hagan
2007	J	`jnl`	Comparison of Stochastic Global Optimization Methods to Estimate Neural Network Weights. Neural Process. Lett. Lonnie Hamm, B. Wade Brorsen, Martin T. Hagan
2002	C	`conf`	Neural Networks: Are Stochastic Global Optimization Methods Worth the Trouble? ICMLA Lonnie Hamm, B. Wade Brorsen, Martin T. Hagan
2002	J	`jnl`	Stability of steepest descent with momentum for quadratic functions. IEEE Trans. Neural Networks Manabu Torii, Martin T. Hagan
2000	J	`jnl`	A new fuzzy logic filter for image enhancement. IEEE Trans. Syst. Man Cybern. Part B Farzam Farbiz, Mohammad Bagher Menhaj, Seyed Ahmad Motamedi, Martin T. Hagan
1999	B	`conf`	Online least-squares training for the underdetermined case. IJCNN Roger L. Schultz, Martin T. Hagan
1999	B	`conf`	Optimal use of regularization and cross-validation in neural network modeling. IJCNN Dingding Chen, Martin T. Hagan
1999	B	`conf`	Recursive orthogonal least squares learning with automatic weight selection for Gaussian neural networks. IJCNN Meng H. Fun, Martin T. Hagan
1999	B	`conf`	Training multi-loop networks. IJCNN Roger L. Schultz, Martin T. Hagan, Orlando De Jesús
1997	—	`conf`	Gauss-Newton approximation to Bayesian learning. ICNN F. Dan Foresee, Martin T. Hagan
1997	J	`jnl`	Multireference adaptive noise canceling applied to the EEG. IEEE Trans. Biomed. Eng. Christopher J. James, Martin T. Hagan, Richard D. Jones, Philip J. Bones, Grant J. Carroll
1996	—	`conf`	Levenberg-Marquardt training for modular networks. ICNN Meng-Hock Fun, Martin T. Hagan
1994	J	`jnl`	A reduced parameter bilinear time series model. IEEE Trans. Signal Process. Yongqing Zhang, Martin T. Hagan
1994	J	`jnl`	Analysis of Delays in Networked Flight Simulators. IEEE Trans. Syst. Man Cybern. Syst. Mohammad B. Menhaj, Martin T. Hagan
1994	J	`jnl`	Training feedforward networks with the Marquardt algorithm. IEEE Trans. Neural Networks Martin T. Hagan, Mohammad B. Menhaj
1990	J	`jnl`	Mapping Signal Processing Algorithms on Parallel Architectures. J. Parallel Distributed Comput. Nidal M. Sammur, Martin T. Hagan
1986	—	`conf`	Parallel merge-sort algorithms on the HEP. ACM Conference on Computer Science Paul Hartono Singgih, Howard B. Demuth, Martin T. Hagan, Roger L. Wainwright
1985	B	`conf`	Parallel Signal Processing Research on the HEP. ICPP Martin T. Hagan, Howard B. Demuth, Paul Hartono Singgih