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LNN: Learning and Recollection Theory and Model/Holographic Associative Computing



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LNN: Learning and Recollection Theory and Model/Holographic Associative Computing


  1. LNN: A. A. S. Awwal, H. Tang, K. S. Gudmundsson, Javed I. Khan, Uni-complex and bi-complex representation for associative memory with superior retrieval, Proc. SPIE Vol. 4788, Photonic Devices and Algorithms for Computing IV, November 2002, pp.159-170. [SPIE]




  1. LNN: Javed I. Khan, "Holograph Contraction by Oscillatory Filtered Learning for Dynamic Sub-pattern Matching", Proceedings of the 1999 International Joint Conference on Neural Networks, Washington DC, July 10-16, 1999. [PDF]




  1. LNN: Javed I. Khan, "Dynamic Sub-Pattern Matching with Holographic Associative Memory, SPIE proceeding of 27th Applied Imagery Pattern Recognition (AIPR) Workshop Dedicated to facilitating the interchange of ideas between government, industry, and academia, Advances in Computer Assisted Recognition, v. 3584, October 14-16, 1998, Washington, DC, pp.174-185. [PDF]




  1. NA/LNN: Khan Javed. I. & D.Yun, Object-Oriented Associative Learning and Retrieval with Complex Dynamics, Proceedings of the International Conference on Visual Information Systems, VI’96, Melbourne, February'96, pp116-125. [*PDF]

  2. LNN: Khan, Javed I. & D. Yun, How to Make Associative Memories Attentive and Interactive, Proceedings of the World Congress on Neural Networks, WCNN'96. July 96. [PDF ]

  3. LNN: Khan, Javed. I.,& D. Yun, Feature Based Contraction of Sparse Holographic Associative Memory, Proceedings of World Congress on Neural Networks, WCNN'94, v.4, San Diego, June, 1994, pp26-33. [PDF]

  4. LNN: Khan, Javed. I. & D. Yun, Chaotic Vectors and A Proposal for Multidimensional Neural System, Proc. of the IS&T/SPIE Symposium on Electronic Imaging Science & Technology, San Jose, CA, February 1994. [PDF]

IMD: Search in Image Database/ Pattern Matching/ Information Retrieval/


  1. IMD: Khan Javed I. & D. Yun, A Visuo-logical Query Formalism for Content-based Retrieval with Holographic Search Engine, Proceedings of the 5th International Conf. on Intelligent Systems, ICIS'96, Nevada, June 96, pp187-191. [PDF]

  2. IMD: Khan Javed. I., & D. Yun, H. M. Garcia, Visual Query into Medical Image Archive, Invited paper in the 11th Governor's Symposium on High Technology, Proceedings of the 4th International Conference on Image Management and Communications, IMAC'95, Honolulu, August, 1995. [PDF]

  3. NA/IMD: Khan Javed. I.,& D. Yun, Feature Based Visual Query in Image Archive with Holographic Network, ICARCV'94, Singapore, November, 1994, pp1397-1401. [*PDF]

  4. IMD28: Khan Javed. I.,& D. Yun, Searching into Amorphous Information Archive, International Conference on Neural Information Processing, ICONIP'94, Seoul, October, 1994, pp739-749. [PDF]

  5. NA/IMD: Khan Javed. I.,& D. Yun, An Associative Memory Model for searching Image Database by Image Snippet, Proceedings SPIE Conference on Visual Communication, VisCom'94, Chicago, September, 1994. [*PDF]

MM: Perceptual Multimedia/ Interactive Video/Graphics Transmission:


  1. MM: Oleg V. Komogortsev, and Javed I. Khan, Eye Movement Prediction by Oculomotor Plant Kalman Filter with Brainstem Control, Journal of Control Theory and Applications, Springer Publications, Volume 7. Number 1, February 2009, pp-14-22.

  2. MM: Oleg V. Komogortsev, and Javed I. Khan, Eye Movement Prediction by Kalman Filter with Integrated Linear Horizontal Oculomotor Plant Mechanical Model, Proceedings of the Eye Tracking Research & Applications Symposium, ETRA 08, Savanna, GA, March 26-28, 2008, Pages 229-236 [ACM]

  3. MM: Oleg Komogortsev & Javed I. Khan, Predictive Compression for Real Time Multimedia Communication Using Eye Movement Analysis, ACM Transactions on Multimedia Computing, Communications, and Applications, TOMCCAP, Volume 4, Issue 3, August 2008, (accepted, October 2007) [ACM]

  4. MM: Komogortsev, O., Khan, J., Kalman Filtering in the Design of Eye-Gaze-Guided Computer Interfaces, Springer Lecture Notes in Computer Science, Proceedings of the 12th International Conference on Human-Computer Interaction (HCI 2007), , Springer Berlin / Heidelberg, Beijing, China, July 22-27, 2007, pp.679-689, [SPRINGER] [PDF]

  5. MM: Komogortsev, O., Khan Javed, Perceptual Multimedia Compression Based on the Predictive Kalman Filter Eye Movement Modeling, Proceedings of the 14th SPIE/ACM Annual Multimedia Computing and Networking Conference, MMCN'07, San Jose, California, Part of Electronic Imaging Symposium, Sponsored by SPIE and IS&T In cooperation with ACM Multimedia, Proc. SPIE Vol. 6504, 650406, Multimedia Computing and Networking 2007; Roger Zimmermann, Carsten Griwodz; Eds., Jan 28- Feb 1, 2007,pp.1-12. [SPIE] [PDF]

  6. MM: Javed I. Khan, Komogortsev O., “A Hybrid Scheme for Perceptual Object Window Design with Joint Scene Analysis and Eye-Gaze Tracking for Media Encoding based on Perceptual Attention”, SPIE Journal of Electronic Imaging, SPIE—The International Society for Optical Engineering, Journal of Electronic Imaging 15(02), 023018, April 2006. [SPIE] [KhKo06]

  7. MM: Komogortsev, O., Khan J., “Perceptual Attention Focus Prediction for Multiple Viewers in Case of Multimedia Perceptual Compression with Feedback Delay”, Proceedings of the Eye Tracking Research & Applications Symposium, ETRA 06, San Diego, March 27-29, 2006, pp.101-108. [KoKh06]

  8. MM: Komogortsev, O., Khan J., Perceptual Media Compression for Multiple Viewers with Feedback Delay, In Proceedings of the 13th ACM International conference on Multimedia ACM MM 05, Singapore, Nov 6-1, 2005, pp. 796-797. [KoKh05]

  9. MM: Oleg Komogortsev and Javed I. Khan, Predictive Perceptual Compression for Real Time Video Communication , Proceedings of the ACM International Conference on Multimedia, ACM MM04, New York, October 2004, best student paper contender, pp.220-227, (GS(2)). [KoKh04]

  10. MM: Oleg Komogortsev and Javed I. Khan, Contour Approximation for Faster Object Based Transcoding with Higher Perceptual Quality, Proceedings of the International Conference on Computer Graphics and Imaging, CGIM 2004, Kauai, Hawaii, USA - August 2004, pp.441-446. [KoKh04b]

  11. MM: Javed I. Khan, Oleg Komogortsev, Perceptual Video Compression with Combined Scene Analysis and Eye-Gaze Tracking, Proceedings Eye Tracking Research & Applications Symposium, ETRA2004, March 22-24, 2004, San Antonio, Texas, ISBN:1-58113-825-3, pp-57-57. [ACM]

  12. MM: Javed I. Khan and Oleg Komogortsev, A Hybrid Scheme for Perceptual Object Window Design with Joint Scene Analysis and Eye-Gaze Tracking for Media Encoding based on Perceptual Attention , Proceedings of the IS&T/ SPIE Symposium of Visual Communications and Image Processing 2004 EI04 Electronic Imaging 2004, January 2004, San Jose, California SPIE Vol. 5308, p. 1341-1352. [KhKo04]

  13. MM: Khan Javed I, Motion Vector Prediction in Interactive 3D Video Stream, Proceedings of the World Congress on Advanced IT Tools, IFIP ‘96 IT, Canberra, Sept 96, pp533-539. [PDF]

  14. MM: Khan Javed I. & D. Yun, Multi Resolution Perceptual Encoding for Interactive Image Sharing in Remote Tele-Diagnostics, Manufacturing Agility and Hybrid Automation -I, Proceedings of the International Conference on Human Aspects of Advanced Manufacturing: Agility & Hybrid Automation, HAAMAHA'96, International Ergonomics Association (IEA) Press, Maui, Hawaii, August 1996, pp183-187. [PDF]

  15. MM: Khan Javed I. & D. Yun, Perceptual Focus Driven Image Transmission for Tele-Diagnostics, Proceedings of the International Conference on Computer Assisted Radiology, CAR'96, Elsevier Press, June 1996, pp579-584. [PDF]


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