Harold Szu

Harold H. Szu, Charles Hsu, Gyu Moon, Joseph Landa, Hiroshi Nakajima, Yutaka Hata: Smartphone Homecare Monitoring of Hearts. Applied Comp. Int. Soft Computing 2013 (2013)

Harold H. Szu, Charles Hsu, Gyu Moon, Takeshi Yamakawa, Binh Q. Tran, Tzyy-Ping Jung, Joseph Landa: Smartphone Household Wireless Electroencephalogram Hat. Applied Comp. Int. Soft Computing 2013 (2013)

Jerry Wu, Yin-Lin Shen, Kitt Reinhardt, Harold H. Szu, Boqun Dong: A Nanotechnology Enhancement to Moore's Law. Applied Comp. Int. Soft Computing 2013 (2013)

Harold Szu, Charles Hsu, Jeffrey Jenkins, Jefferson Willey, Joseph Landa: Capturing significant events with neural networks. Neural Networks 29: 1-7 (2012)

Ming-Kai Hsu, Kenneth Byrd, Ting N. Lee, Charles Hsu, Harold Szu: Dual IR spectral video inspection of a concealed live animal. AIPR 2008: 1-4

Lidan Miao, Hairong Qi, Harold Szu: A Maximum Entropy Approach to Unsupervised Mixed-Pixel Decomposition. IEEE Transactions on Image Processing 16(4): 1008-1021 (2007)

Harold Szu: Theories of Neural Networks Leading to Unsupervised Learning. IJCNN 2007: 3116-3123

Liang Zhao, Juan C. G. Cáceres, Antonio P. G. Damiance, Harold Szu: Chaotic dynamics for multi-value content addressable memory. Neurocomputing 69(13-15): 1628-1636 (2006)

Lidan Miao, Hairong Qi, Harold Szu: Unsupervised Decomposition of Mixed Pixels Using the Maximum Entropy Principle. ICPR (1) 2006: 1067-1070

Lidan Miao, Hairong Qi, Harold Szu: A Thermodynamic Energy Minimization Approach to Spectral Unmixing of Remote Sensing Imagery. IGARSS 2006: 1497-1500

Harold Szu, Ivica Kopriva: Unsupervised learning with stochastic gradient. Neurocomputing 68: 130-160 (2005)

Qian Du, Ivica Kopriva, Harold Szu: Investigation on constrained matrix factorization for hyperspectral image analysis. IGARSS 2005: 4304-4306

Harold Szu: Geometric Topology for Information Acquisition by Means of Smart Sensor Web. I. J. Information Acquisition 1(1): 1-22 (2004)

Qian Du, Ivica Kopriva, Harold Szu: Independent Component Analysis for Classifying Multispectral Images with Dimensionality Limitation. I. J. Information Acquisition 1(3): 201-216 (2004)

Harold Szu, Charles Hsu, Ming-Kai Hsu, Jiantao Zhou, Shudi Bao: Intelligent Network Computing Augmented by Chaotic Neural Networks, Blind Sources Separation and Digital Watermarks. I. J. Information Acquisition 1(4): 295-320 (2004)

Jiantao Zhou, Qinzhen Xu, Wenjiang Pei, Zhenya He, Harold Szu: Step to improve neural cryptography against flipping attacks. Int. J. Neural Syst. 14(6): 393-405 (2004)

Ivica Kopriva, Harold Szu: Space-Time Variant Blind Source Separation with Additive Noise. ICA 2004: 240-247

Harold Szu, Steven Noel, Seong-Bin Yim, Jefferson Willey, Joe Landa: Multimedia authenticity protection with ICA watermarking and digital bacteria vaccination. Neural Networks 16(5-6): 907-914 (2003)

Harold Szu, Pornchai Chanyagorn, Ivica Kopriva: Sparse coding blind source separation through Powerl. Neurocomputing 48(1-4): 1015-1020 (2002)

Harold Szu: Unsupervised Learning by Energy-Spectral-ICA: from tanks to tumors. FSKD 2002: 9-10

Ha Vu Le, Guna Seetharaman, Harold Szu: Video-Assisted Global Positioning in Terrain Navigation: Hough Transform Solution. ICVGIP 2002

Harold Szu: Thermodynamics Energy for both Supervised and Unsupervised Learning Neural Nets at a Constant Temperature. Int. J. Neural Syst. 9(3): 175-186 (1999)

Harold Szu: Guest Editorial: Special Section on Wavelet Applications. J. Electronic Imaging 7(4): 717-718 (1998)

Michael Grim, Harold Szu: Video compression quality metrics correlation with aided target recognition (ATR) applications. J. Electronic Imaging 7(4): 740-745 (1998)

Charles Hsu, Harold Szu: WaveNet processing brassboards for live video via radio. J. Electronic Imaging 7(4): 755-769 (1998)

Steven Noel, Harold Szu: Proximity sensing with wavelet-generated video. J. Electronic Imaging 7(4): 770-780 (1998)

Harold Szu, Paul Cox, Charles Hsu: Video Johnson-like criterion for moving vehicle identification. J. Electronic Imaging 7(4): 781-784 (1998)

Harold Szu, Hai Do-Duc: Image error resilient and video error concealment codes for wavelet compression and noisy channel communication. J. Electronic Imaging 7(4): 785-793 (1998)

Harold Szu: Barin-Style Information Processing in the Next Century - Pro & Con in Supervised versus Unsupervised Learnings. ICONIP 1998: 11-12

Harold Szu, Charles Hsu, Takeshi Yamakawa: Progress of Unsupervised Learning of Early Vision. ICONIP 1998: 303-306

Harold Szu, Charles Hsu, Takeshi Yamakawa: Progress in Unsupervised Neural Nets for Blind Communication De-Mixing. ICONIP 1998: 887-890

Harold Szu, Brian A. Telfer, Joseph Garcia: Wavelet transforms and neural networks for compression and recognition. Neural Networks 9(4): 695-708 (1996)

Charles C. Hsu, Desa Gobovic, Mona E. Zaghloul, Harold Szu: Chaotic neuron models and their VLSI circuit implementations. IEEE Trans. Neural Netw. Learning Syst. 7(6): 1339-1350 (1996)

Simon Y. Foo, Yoshiyasu Takefuji, Harold Szu: Scaling properties of neural networks for job-shop scheduling. Neurocomputing 8(1): 79-91 (1995)

Harold Szu, Simon Y. Foo: Divide and conquer orthogonality principle for parallel optimizations in TSP. Neurocomputing 8(3): 249-261 (1995)

Vidya Sagar, Garry M. Jacyna, Harold Szu: Block-parallel decoding of convolutional codes using neural network decoders. Neurocomputing 6(4): 455-471 (1994)

Harold Szu, Jung Hwan Kim, Insook Kim: Live neural network formations on electronic chips. Neurocomputing 6(5): 551-564 (1994)

Brian A. Telfer, Harold Szu: Energy functions for minimizing misclassification error with minimum-complexity networks. Neural Networks 7(5): 809-817 (1994)

Harold Szu: Intelligent Neural Networks using Smart Wavelets Preprocessing. ICTAI 1994: 348-349

Harold Szu: Nongeometric and nonparametric pattern recognitions using smarter neurons for size-limited nets. Neurocomputing 2(2): 67-69 (1990)

Harold Szu: High temperature superconductor neurocomputing. Neurocomputing 2(3): 105-117 (1990)

Dalila Benachenhou, Masud Cader, Harold Szu, Larry R. Medsker, Carl T. Wittwer, David J. Garling: AIDS viral DNA amplification by polymerase chain reaction employing primers selected by AI expert system and an ART neural network. CBMS 1990: 504-511

Masud Cader, Dalila Benachenhou, Larry R. Medsker, Harold Szu: External and Internal Representations Appropriate for ART Neural Networks. ACM SIGBDP Conference on Trends and Directions in Expert Systems 1990: 447-454

Harold Szu: Future Perspectives on Neural Network Research. Neurocomputing 1(1): 37-43 (1989)