A new design method for the complex-valued multistate Hopfield associative memory. - Mehmet Kerem Müezzinoglu; Cüneyt Güzelis; Jacek M. Zurada (IEEE Trans. Neural Networks, 2003)

Projection-based gradient descent training of radial basis function networks. - Mehmet Kerem Müezzinoglu; Jacek M. Zurada (IJCNN, 2004)

Associative Memory Design via Path Embedding into a Graph. - Mehmet Kerem Müezzinoglu; Cüneyt Güzelis (Neural Process. Lett., 2004)

A Boolean Hebb rule for binary associative memory design. - Mehmet Kerem Müezzinoglu; Cüneyt Güzelis (IEEE Trans. Neural Networks, 2004)

Incorporating prior knowledge into Q-learning for drug delivery individualization. - Adam E. Gaweda; Mehmet Kerem Müezzinoglu; George R. Aronoff; Alfred A. Jacobs; Jacek M. Zurada; Michael E. Brier (ICMLA, 2005)

Reinforcement learning approach to individualization of chronic pharmacotherapy. - Adam E. Gaweda; Mehmet K. Muezzinoglu; George R. Aronoff; Alfred A. Jacobs; Jacek M. Zurada; Michael E. Brier (IJCNN, 2005)

A recurrent RBF network model for nearest neighbor classification. - Mehmet K. Muezzinoglu; Jacek M. Zuracla (IJCNN, 2005)

Performance Evaluation of Recurrent RBF Network in Nearest Neighbor Classification. - Mehmet Kerem Müezzinoglu (TAINN, 2005)

Individualization of pharmacological anemia management using reinforcement learning. - Adam E. Gaweda; Mehmet K. Muezzinoglu; George R. Aronoff; Alfred A. Jacobs; Jacek M. Zurada; Michael E. Brier (Neural Networks, 2005)

An energy function-based design method for discrete hopfield associative memory with attractive fixed points. - Mehmet Kerem Müezzinoglu; Cüneyt Güzelis; Jacek M. Zurada (IEEE Trans. Neural Networks, 2005)

Trajectory generation in guided spaces using NTG algorithm and artificial neural networks. - Mehmet K. Muezzinoglu; Tamer Inanc (ACC, 2006)

Use of Parametric Approximation in Real-Time Nonlinear Trajectory Generation. - Tamer Inanc; Raktim Bhattacharya; Mehmet K. Muezzinoglu (CDC, 2006)

Model Predictive Control with Reinforcement Learning for Drug Delivery in Renal Anemia Management. - Adam E. Gaweda; Mehmet K. Muezzinoglu; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (EMBC, 2006)

RBF-based neurodynamic nearest neighbor classification in real pattern space. - Mehmet K. Muezzinoglu; Jacek M. Zurada (Pattern Recognit., 2006)

Adaptive Prediction of Patient Response to Erythropoietin using Neural Network Ensemble. - Adam E. Gaweda; Mehmet Kerem Müezzinoglu; Jacek M. Zurada; Michael E. Brier (IJCNN, 2007)

Artificial Olfactory Brain for Mixture Identification. - Mehmet K. Muezzinoglu; Alexander Vergara; Ramón Huerta; Thomas Nowotny; Nikolai F. Rulkov; Henry D. I. Abarbanel; Allen I. Selverston; Mikhail I. Rabinovich (NIPS, 2008)

Chemosensor-Driven Artificial Antennal Lobe Transient Dynamics Enable Fast Recognition and Working Memory. - Mehmet K. Muezzinoglu; Ramón Huerta; Henry D. I. Abarbanel; Margaret A. Ryan; Mikhail I. Rabinovich (Neural Comput., 2009)

A unified framework for Volatile Organic Compound classification and regression. - Mehmet K. Muezzinoglu; Alexander Vergara; Ramón Huerta (IJCNN, 2010)

Transients versus attractors in Complex Networks. - Mehmet K. Muezzinoglu; Irma Tristan; Ramón Huerta; Valentin S. Afraimovich; Mikhail I. Rabinovich (Int. J. Bifurc. Chaos, 2010)

Dynamical SVM for Time Series Classification. - Ramón Huerta; Shankar Vembu; Mehmet K. Muezzinoglu; Alexander Vergara (DAGM/OAGM Symposium, 2012)