Goktug T. Cinar

According to our database, Goktug T. Cinar authored at least 11 papers between 2011 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Hierarchical linear dynamical systems for unsupervised musical note recognition.

Goktug T. Cinar, Pedro M. N. Sequeira, José C. Príncipe

J. Frankl. Inst., 2018

2016

A Study of Musical Pitch Distance Using a Self-Organized Hierarchical Linear Dynamical System on Acoustic Signals.

Goktug T. Cinar, James Paul Sain, José C. Príncipe

Comput. Music. J., 2016

2015

Parallel flow in Deep Predictive Coding Networks.

Eder Santana, Goktug T. Cinar, José C. Príncipe

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Effective insect recognition using a stacked autoencoder with maximum correntropy criterion.

Yu Qi, Goktug T. Cinar, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Yueming Wang, José C. Príncipe

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Cost-sensitive optimization of automated inspection.

Goktug T. Cinar, Jeffrey Thompson, Soundar Srinivasan

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Hierarchical Linear Dynamical Systems: A new model for clustering of time series.

Goktug T. Cinar, Carlos A. Loza, José C. Príncipe

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Pitch estimation using non-negative matrix factorization.

Ryan Burt, Goktug T. Cinar, José C. Príncipe

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Clustering of time series using a hierarchical linear dynamical system.

Goktug T. Cinar, José C. Príncipe

Proceedings of the IEEE International Conference on Acoustics, 2014

2012

Hidden state estimation using the Correntropy Filter with fixed point update and adaptive kernel size.

Goktug T. Cinar, José C. Príncipe

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Sequential causal estimation and learning from time-varying images.

Rakesh Chalasani, Goktug T. Cinar, José C. Príncipe

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Adaptive background estimation using an information theoretic cost for hidden state estimation.

Goktug T. Cinar, José C. Príncipe

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011