Literature

This is the comprehensive list of CSRN literature including (1) Publications and (2) Patents. Last updated: Dec. 27, 2017 (Wed)

1. Publications
2017
Md Zahangir Alom, M. Alam, Tarek M. Taha, Khan M. Iftekharuddin, “Object recognition using cellular simultaneous recurrent networks and convolutional neural network,” International Joint Conference on Neural Networks, May 14-19, 2017. View Article,

L. Vidyaratne, M. Alam, John Keith Anderson, Khan M. Iftekharuddin, “Constrained versus unconstrained learning in generalized recurrent network for image processing,” International Joint Conference on Neural Networks, May 14-19, 2017.  View Article

Khan M. Iftekharuddin, M. Alam, L. Vidyaratne, “Contemporary deep recurrent learning for recognition,” Proceedings of SPIE, Pattern Recognition and Tracking XXVIII, May 1, 2017. View Article

2015
L. Vidyaratne, M. Alam, Khan M. Iftekharuddin, “Novel hierarchical Cellular Simultaneous Recurrent neural Network for object detection,” International Joint Conference on Neural Networks, Jul.12-17, 2015. View Article,

L. Vidyaratne, M. Alam, Khan M. Iftekharuddin, “Cellular recurrent deep network for image registration,” Proceedings of SPIE, Optics and Photonics for Information Processing IX, Sep. 9, 2015. View Article,

2014
L. Vidyaratne, M. Alam, John Keith Anderson, Khan M. Iftekharuddin, “Improved training of cellular SRN using Unscented Kalman Filtering for ADP,”  International Joint Conference on Neural Networks, Jul. 6-11, 2014. View Article

2013
John Keith Anderson, Khan M. Iftekharuddin, “Learning topological image transforms using cellular simultaneous recurrent networks,” International Joint Conference on Neural Networks, Aug. 4-9, 2013. View Article

“Investigation of Large Scale Cortical Models on Clustered Multi-Core Processors,” Technical Report, [todo]. View Article, Full Text.

John Keith Anderson, “Cellular simultaneous recurrent networks for image processing,” [todo], Dissertation, 2013. View Article

2012
Tae-Hyung Kim, Donald C. Wunsch, “Modified cellular simultaneous recurrent networks with cellular particle swarm optimization,” International Joint Conference on Neural Networks, Jun. 10-15, 2012.  View Article, Full Text

Teddy Salan, Khan M. Iftekharuddin, “Large pose invariant face recognition using feature-based recurrent neural network,” International Joint Conference on Neural Networks, Jun. 10-15, 2012. View Article,

Bipul Luitel, Ganesh Kumar Venayagamoorthy, “Decentralized Asynchronous Learning in Cellular Neural Networks,” IEEE Transactions on Neural Networks and Learning Systems, Volume: 23, Issue: 11, Nov. 2012. View Article,

Larry Dooley and Tarek M. Taha, “Investigation of Large Scale Cortical Models on Clustered Multicore,” Final report, Air Force Research Laboratory, Feb.01, 2013, Full Text.

2011
Kenneth L. Rice, Tarek M. Taha, Khan M. Iftekharuddin, Keith Anderson, Teddy Salan, “GPGPU acceleration of cellular simultaneous recurrent networks adapted for maze traversals,” International Joint Conference on Neural Networks, Jul. 31-Aug. 5, 2011. View Article

Kenneth Rice, “Accelerating Pattern Recognition Algorithms On Parallel Computing Architectures,” Doctoral Dissertation, Clemson University, 2011. View Article, Full Text

2010
Yong Ren, Khan M. Iftekharuddin, and William E. White, “Large-scale pose-invariant face recognition using cellular simultaneous recurrent network,” Applied Optics Vol. 49, Issue 10, pp. B92-B103, 2010. View Article

Eddie White, Khan Iftekharuddin, Abdesselam Bouzerdoum, “Improved learning in grid-to-grid neural network via clustering,” International Joint Conference on Neural Networks, Jul.18-23, 2010. View Article,

2009
Yong Ren, Khan M. Iftekharuddin, William E. White, “Recurrent network-based face recognition using image sequences,” IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing, Mar.30~Apr.2, 2009. View Article,

Keith Anderson, Khan Iftekharuddin, Eddie White, Paul Kim, “Binary image registration using cellular simultaneous recurrent networks,”  IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing, Mar.30~Apr.2, 2009. View Article,

Yong Ren, Keith Anderson, Khan Iftekharuddin, Paul Kim, Eddie White, “Pose invariant face recognition using Cellular Simultaneous Recurrent Networks,” International Joint Conference on Neural Networks, June 14-19, 2009. View Article,

Eddie White, “Clustering for Improved Learning in Maze Traversal Problem,” Undergraduate Honors Thesis,  The University of Memphis, May 2009.  Full Text.

John Keith Anderson, Khan M. Iftekharuddin, Paul Kim, “Gray scale image registration using cellular simultaneous recurrent networks,” Proceedings  of 54th SPIE Annual Meeting, 2009. No link available

2008
Roman Ilin, “Learning and parameterization of recurrent neural network arrays for brain models and practical applications,” Doctoral Dissertation, The University of Memphis, 2008. View Article,

Roman Ilin, Robert Kozma, Paul J. Werbos, “Beyond Feedforward Models Trained by Backpropagation: A Practical Training Tool for a More Efficient Universal Approximator”,  IEEE Transactions on Neural Networks, Volume: 19, Issue: 6, June 2008. View Article,

2007
Roman Ilin, Robert Kozma, Paul J. Werbos, “Efficient Learning in Cellular Simultaneous Recurrent Neural Networks – The Case of Maze Navigation Problem,” IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning, 324-329, April 2007. View Article,

2006
Roman Ilin, Robert Kozma, Paul J. Werbos, “Cellular SRN trained by extended Kalman filter shows promise for ADP,” Proceedings of IEEE World Congress on Computational Intelligence, 506-510, July 16-21, 2006. View Article

2000
Donald C. Wunsch II, “The cellular simultaneous recurrent network adaptive critic design for the generalized maze problem has a simple closed-form solution,” Proceedings of the IEEE-INNS-ENNS International Joint Conference on on Neural Networks, 79-82 vol.3. July 24-27, 2000. View Article

1996
Paul J. Werbos and Xiaozhong Pang, “Generalized maze navigation: SRN critics solve what feedforward or Hebbian nets cannot,”  IEEE International Conference on Systems, Man, and Cybernetics, Vol. 3, pp. 1764-1769, Oct. 14-17, 1996. View Article

2. Patents
2017
John Keith Anderson and Khan M. Iftekharuddin, “Methods of improved learning in simultaneous recurrent neural networks,” US 20090299929 A1, Jan. 24, 2017. View Article

2008
Robert Kozma and Paul J. Werbos, “Image processing using cellular simultaneous recurrent network,” US 9552526 B2, Dec. 3, 2009. View Article