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Dissertations

  1. Shujian Yu, The Analysis of Machine Learning Algorithms from Information Theoretic Perspective May 2019, University of Florida
  2. Rosha Pokharel, ROBUST KERNEL ADAPTIVE LEARNING FOR ONLINE SUPERVISED SYSTEMS May 2014, University of Florida
  3. Austin J. Brockmeier, Learning and exploiting recurrent patterns in neural data May 2014, University of Florida
  4. Rakesh Chalasani, A Hierarchical Dynamic Model for Object Recognition Dec 2013, University of Florida
  5. Jihye Bay, KERNEL TEMPORAL DIFFERENCES FOR REINFORCEMENT LEARNING WITH APPLICATIONS TO BRAIN MACHINE INTERFACES Aug 2013, University of Florida
  6. Bilal Fadlallah, Quantifying Cognitive Processes in the Human Brain using Measures of Dependence May 2013, University of Florida
  7. Pingping Zhu, KALMAN FILTERING IN REPRODUCING KERNEL HILBERT SPACES May 2013, University of Florida
  8. J. Tory Cobb, Sonar Image Modeling for Texture Discrimination and Classification Dec 2012, University of Florida
  9. Lin Li, KERNEL BASED MACHINE LEARNING FRAMEWORK FOR NEURAL DECODING Dec 2012, University of Florida
  10. LUIS GONZALO SÁNCHEZ GIRALDO, REPRODUCING KERNEL HILBERT SPACE METHODS FOR INFORMATION THEORETIC LEARNING Dec 2012, University of Florida
  11. Zhao,Songlin, FROM FIXED TO ADAPTIVE BUDGET ROBUST KERNEL ADAPTIVE FILTERING.pdf Dec 2012, University of Florida
  12. Erion Hasanbelliu, Information Theoretic Similarity Measures for Shape Matching May 2012, University of Florida
  13. Manu Rastogi, DESIGN OPTIMIZATIONS OF SPIKING HARDWARE NEURONS May 2012, University of Florida
  14. alexander singh alvarado, TIME ENCODED COMPRESSION AND CLASSIFICATION USING THE INTEGRATE AND FIRE SAMPLER Jan 2012, University of Florida
  15. Kittipat Kampa, STRUCTURED GRAPHICAL MODELS FOR UNSUPERVISED IMAGE SEGMENTATION Dec 2011, University of Florida
  16. SHENG-FENG (STEVE) YEN, A LOW BANDWIDTH PULSE-BASED NEURAL RECORDING SYSTEM Jan 2011, University of Florida
  17. Sohan Seth, On nonparametric measures of dependence and conditional independence: Theory and applications 2011, University of Florida
  18. BABAK MAHMOUDI, NTEGRATING ROBOTIC ACTION WITH BIOLOGIC PERCEPTION: A BRAIN-MACHINE SYMBYOSIS THEORY Dec 2010, University of Florida
  19. Il Memming Park, Capturing spike train similarity structure:A point process divergence approach 2010, University of Florida
  20. Darmanjian, Shalom, Design and analysis of generative models for brain machine interfaces Sep 2009, University of Florida
  21. DiGiovanna, John F., Changing the brain-machine interface paradigm : co-adaptation based on reinforcement learning Sep 2008, University of Florida
  22. Paiva, Antonio R. C., Reproducing kernel Hilbert spaces for point processes, with applications to neural activity analysis Aug 2008, University of Florida
  23. Liu, Weifeng, Adaptive filtering in reproducing kernel Hilbert spaces Aug 2008, University of Florida
  24. Rao, Sudhir Madhav, Unsupervised learning : an information theoretic framework Aug 2008, University of Florida
  25. Gunduz, Aysegul, Human motor control through electrocorticographic brain machine interfaces Aug 2008, University of Florida
  26. Li, Ruijiang, Spatiotemporal filtering methodology for single-trial event-related potential component estimation Aug 2008, University of Florida
  27. Yiwen Wang, POINT PROCESS MONTE CARLO FILTERING FOR BRAIN MACHINE INTERFACES May 2008, University of Florida
  28. Pokharel, Puskal P., Time series analysis with information theoretic learning and kernel methods Sep 2007, University of Florida
  29. Kyu-Hwa Jeong, The Correntropy MACE filter for Image Recognition Aug 2007, University of Florida
  30. Seungju Han, A FAMILY OF MINIMUM RENYI'S ERROR ENTROPY ALGORITHM FOR INFORMATION PROCESSING Aug 2007, University of Florida
  31. Jianwu Xu, Nonlinear Signal Processing based on Reproducing Kernel Hilbert Space Aug 2007, University of Florida
  32. SeungJu Han, A Family of Minimum Renyi's Error Entropy Algorithm for Information Processing Jul 2007, University of Florida
  33. Christy Leigh Rogers, ULTRA-LOW POWER ANALOG CIRCUITS FOR SPIKE FEATURE EXTRACTION AND DETECTION FROM EXTRACELLULAR NEURAL RECORDINGS May 2007, University of Florida
  34. MUSTAFA CAN OZTURK, Dynamical Computation with Echo State Networks May 2007, University of Florida
  35. Harsha Modur Sathyendra, Robust Speaker-Independent Bandwidth Extension for Mobile and Landline communications Dec 2006, University of Florida
  36. Dongho Han, A new class of sparse channel estimation methods based on support vector machines Dec 2006, University of Florida
  37. Lan, Jing, Gaussian mixture model based system identification and control Aug 2006, University of Florida
  38. Rui Yan, COMPETITIVE MIXTURE OF LOCAL LINEAR EXPERTS FOR MAGNETIC RESONANCE IMAGING May 2006, University of Florida
  39. Anant Hegde, A Spatio-Temporal Dependency Analysis of Epileptic ECOG May 2006, University of Florida
  40. Du Chen, An Ultra-Low Power Neural Recording System Using Pulse Representations May 2006, University of Florida
  41. Dazhi Wei, Time-based analog-to-digital converters Aug 2005, University of Florida
  42. Xu, Dongming, Dynamical analysis, applications, and analog implementation of a biologically realistic olfactory system model Aug 2005, University of Florida
  43. Sung-Phil Kim, Design and Analysis of Optimal Decoding Models for Brain-Machine Interfaces May 2005, University of Florida
  44. Hui Liu, Online Automatic Epileptic Seizure Detection From Electroencephalogram (EEG) May 2005, University of Florida
  45. Jeongho Cho, Multiple Modeling and Control of Nonlinear Systems with Self-Organizing Maps Dec 2004, University of Florida
  46. Justin C. Sanchez, From Cortical Neural Spike Trains to Behavior: Modeling and Anaylsis May 2004, University of Florida
  47. Yadunandana Rao, An Augmented Error Criterion for Linear Adaptive Filtering Theory, Algorithms and Applications May 2004, University of Florida
  48. Kenneth Hild, Blind Separation of Convolutive Mixtures Using Renyi's Divergence Dec 2003, University of Florida
  49. Michael Ray Johnson, Modeling and Detection of Limit Cycle Oscillations in Thin-Wing Aircraft Using Adaptable Linear Models Aug 2003, University of Florida
  50. Rodney Morejon, An Information-Theoretic Approach to Sonar Automatic Target Recognition May 2003, University of Florida
  51. Ching-an Lai, Global Optimization Algorithms for Adaptive Infinite Impulse Response Filters Dec 2002, University of Florida
  52. Deniz Erdogmus, Information Theoretic Learning: Renyi’s Entropy and its Applications to Adaptive System Training May 2002, University of Florida
  53. Liping Deng, The ratio spectrum: theory, applications and analog implementation May 2002, University of Florida
  54. Qiang Luo, A time-based synchronous readout CMOS imager 2002, University of Florida
  55. Marc Boillot, A warped filter implementation for the loudness enhancement of speech 2002, University of Florida
  56. Signe Anne Redfield, Efficient Object Recognition Using Color Quantization Dec 2001, University of Florida
  57. Vitor Tavares, Design and implementation of a biologically realistic olfactory cortex model Sep 2001, University of Florida
  58. Didem Gokcay, Self-Organizing Features for Regularized Image Standardization May 2001, University of Florida
  59. Victor Brennan, Principal Component Analysis with Multiresolution May 2001, University of Florida
  60. W. Curt Lefebvre, Neural network based control designs for complex industrial process applications 2000, University of Florida
  61. Erhan Gokcay, A new clustering algorithm for segmentation of magnetic resonance images 2000, University of Florida
  62. Shao-Jen Lim, The ratio spectrum: analog and digital implementations 1999, University of Florida
  63. Douglas G. Jones, System modeling using generalized linear feedforward networks 1999, University of Florida
  64. Hsiao-Chun Wu, Blind source separation using information measures in the time and frequency domains 1999, University of Florida
  65. Dongxin Xu, Energy, entropy, and information potential for neural computation 1999, University of Florida
  66. Jui-Kuo Juan, Analog Implementation of Locally Recurrent Adaptive Filters May 1998, University of Florida
  67. Dongwei Chen, Continuous-Scale Analysis for Feature Detection 1998, University of Florida
  68. Yu-Ming Chiang, Nonuniformity correction using the constant-statistics constraint: analog and digital implementations 1998, University of Florida
  69. Craig Fancourt, Gated competitive systems for unsupervised segmentation and modeling of piecewise stationary signals 1998, University of Florida
  70. Li-Kang Yen, Focus of attention for MMW and UWB target recognition 1998, University of Florida
  71. Frank Candocia, A unified super-resolution approach for optical and synthetic aperture radar images 1998, University of Florida
  72. Neil Euliano, Temporal Self-Organization for Neural Networks 1998, University of Florida
  73. Chiang-Jung Pu, A neuromorphic microphone for sound localization 1998, University of Florida
  74. Matt Rowley, Low-contrast edge detection architectures for neuromorphic vision processing systems 1997, University of Florida
  75. Mark A. Motter, Control of the NASA Langley 16-foot transonic tunnel with the self-organizing feature map 1997, University of Florida
  76. Mohamed Ismail, Adaptation of generalized feedforward filters with applications to speech 1997, University of Florida
  77. John Fisher, Nonlinear Extensions to the Minimum Average Correlation Energy Filter 1997, University of Florida
  78. Ludong Wang, Local dynamic modeling with self-organizing feature map 1996, University of Florida
  79. Chuan Wang, An information-theoretic perspective for learning systems with engineering applications 1996, University of Florida
  80. Munchurl Kim, Focus of attention based on Gamma kernels for automatic target recognition systems 1996, University of Florida
  81. Samel Celebi, Representation of locally stationary signals using lowpass moments 1995, University of Florida
  82. Hui-Huang Hsu, Neural networks for signal and information processing 1994, University of Florida
  83. JinGeol Lee, Measurements of granular flow dynamics with high speed digital images 1994, University of Florida
  84. Russel Walters, A distributed in_process supervision of milling based on signal processing machining models 1993, University of Florida
  85. Karl Gugel, Partitioning artificial neural networks onto coarse granular parallel systems 1993, University of Florida
  86. Armando Barretto, A spatio-temporal approach to epileptic focus localization from array electrocorticography 1993, University of Florida
  87. Jyh-Ming Kuo, Non-linear dynamical modeling with artificial neural networks 1993, University of Florida
  88. Haan Go Choi, Multiresolution segmentation methodology for respiratory electromyographic signals 1992, University of Florida
  89. Tarek Anwar, On the application of conceptual clustering for knowledge discovery in data bases 1992, University of Florida
  90. Sonja Ebron, Reliability assessment of bulk power systems using neural networks 1992, University of Florida
  91. Jeff Spaulding, A new adaptive algortihm for real-time equalization of acoustic fields 1992, University of Florida
  92. Bert deVries, Temporal processing with neural networks- The development of the gamma model 1991, University of Florida
  93. Tom Davis, Towards an extrapolation of the simulated annealing convergence theory onto the simple genetic algorithm 1991, University of Florida
  94. Seung-Hun Park, A knowledge-based approach to abnormal EEG spike detection 1990, University of Florida
  95. Ana Maria Tome, Multiprocessing system for sleep analysis 1990, University of Florida
  96. Pei-Chen Lo, Application of nonlinear dynamical theory to EEG signal processing and modelling 1990, University of Florida
  97. Taewhan Yoon, Numeric/Symbolic Machine Tool Supervision 1990, University of Florida
  98. Francisco Vaz, Spectral characterization of the EEG in epilepsy 1990, University of Florida


Thesis

  1. Bibhu Prasad Mishra, ESTIMATION OF PERIODICITY IN NON-UNIFORMLY SAMPLED ASTRONOMICAL DATA - AN APPROACH USING SPATIO-TEMPORAL KERNEL BASED CORRENTROPY May 2011, University of Florida
  2. Il Park, Continuous Time Correlation Analysis Techniques for Spike Trains May 2007, University of Florida
  3. Yiwen Wang, A MONTE CARLO SEQUENTIAL ESTIMATION OF POINT PROCESS OPTIMUM FILTERING FOR BRAIN MACHINE INTERFACES Dec 2006, University of Florida
  4. Rajvignesh Thogula, Information Theoretic Self-organization of Multiple Agents Aug 2003, University of Florida
  5. Scott Morrison, A DSP-Based Computational Engine for a Brain-Machine Interface May 2003, University of Florida
  6. Helene Chili, Nonlinear Neural Networks for Modeling and Online Segmentation of Nonstationary Ventilatory Signals Dec 2002, University of Florida
  7. William O'Rourke, Real-world evaluation of mobile phone speech enhancement algorithms 2002, University of Florida
  8. Paul Baker, Inaudible audio communication 2001, University of Florida
  9. Rahul Ghosh, A neural network approach to binaural speech localization 2001, University of Florida
  10. Ravi Kishore, Thresholded-pixel imagers 2001, University of Florida
  11. Sowmiya Narasimhan, A ratio spectrum speech coder 2001, University of Florida
  12. Charles Overman, High-order nonlinear phenomena-based computation: a refined chaotic cell and subthreshold-CMOS synchronization circuitry 2001, University of Florida
  13. Thomas Reinke, Algorithms for improved speech perception 2001, University of Florida
  14. Yadunandana Rao, Algorithms for eigendecomposition and time series segmentation 2000, University of Florida
  15. Helder Cochofel, Real time adaptive inverse control of ventilators using neural networks 1999, University of Florida
  16. Agustin Roca, Agustin Roca 1999, University of Florida
  17. Philip A. Schentrup, Integration of digital frequency synthesis and timing control for NMR: a programmable logic implementation 1999, University of Florida
  18. James D. Nickila, Real-time Speech Coding Using the Ratio Spectrum 1999, University of Florida
  19. Karthik Narasimhan, A comparison of anatomical and waveform-based dynamic models of the vocal folds 1998, University of Florida
  20. Lavanya Dodlatyvenkata, A DSP processor implementation of blind source separation algorithms 1998, University of Florida
  21. John E. Neeley, Design and implementation of chaotic oscillators in subthreshold CMOS 1998, University of Florida
  22. Sheetal Shah, Speech Recognition for Cellular Phones 1998, University of Florida
  23. Edward Jakob, A ring based muliprocessor for neurocomputing 1997, University of Florida
  24. Marc Boillot, Data acquisition and visualization for electrophysiology studies in-vitro 1997, University of Florida
  25. Jason Nadrowski, The effects of inspiratory flow waveforms on lung volume distribution 1997, University of Florida
  26. Mahalingam Nagarajan, Design and implementation of sub-threshold CMOS log-domain filters 1997, University of Florida
  27. Balasubramaniam K. Thandu, Biomedical signal compression 1997, University of Florida
  28. Odelia Schwartz, Modeling the precedence effect for speech 1996, University of Florida
  29. Didar Islam, Design of a constant input power, high efficiency synchronous converter 1996, University of Florida
  30. Aneel Rijhwani, Design, fabrication, and evaluation of an electronic medical gas blender 1996, University of Florida
  31. Konstantinos Pappas, Phase space reconstruction using gamma delay lines 1996, University of Florida
  32. James Shima, FM demodulation using a digital radio and digital signal processing 1996, University of Florida
  33. John Robinson, The CNEL Machine 1994, University of Florida
  34. Alberto Villalon, Spatial deconvolution approach to epileptic focus localization from array ECoG 1994, University of Florida
  35. Howard Levin, Physical Modelling of organ Reed pipes 1994, University of Florida
  36. Herman Calabria, Design and Implementation of an object-oriented neural network simulator 1994, University of Florida
  37. Todd Hager, A Neural Network approach to recognition of musical pitch and timbre 1994, University of Florida
  38. Suresh Venkumahanti, A DSP based MIMD machine for artificial neu-ral network acceleration 1993, University of Florida
  39. Malhar Palkar, Echo Cancellation with the gamma filter 1993, University of Florida
  40. Larry Turner, Feedforward neural networks with adaptive memory layers with applications to word recognition 1993, University of Florida
  41. Alex Radisavljevic, Multiresolution stochastic 3D shape models for image segmentation 1993, University of Florida
  42. Bernard Williams, Pulse Energy modulation for digital-analog conversion in digital audio systems 1993, University of Florida
  43. Todd Hornquist, A multi-DSP parallel processor for the Next workstation with application to neural networks 1993, University of Florida
  44. John MacCardle, Measurement of particle speed through optical reflective sensing. 1993, University of Florida
  45. David Samson, Real time pitch detection using filter banks and neural networks 1993, University of Florida
  46. David Zweidinger, Implementation of an 11 bit audio digital pulse-width modulator in 2mm CMOS 1993, University of Florida
  47. Geoffrey Brooks, Adaptive filtering for pixel level image prediction 1992, University of Florida
  48. Archana Vasanthakumar, Quantification of the EEG response to stimulus under anaesthesia 1992, University of Florida
  49. James Tracey, Isolated-word speech recognition using the focused gamma neural network 1992, University of Florida
  50. Curt Lefebvre, An object Oriented approach for the analysis of Neural Networks 1992, University of Florida
  51. Randal Chang, A Pitch Detection algorithm for complex music signals based on the Q transform 1992, University of Florida
  52. Abir Zahalka, Signal Detection with neural networks: an application to the recognition of epileptic spikes 1992, University of Florida
  53. Mohamed Ismail, A real-time Speech Synthesizer 1992, University of Florida
  54. Alok Rathie, Nonlinear Signal Processing using Neural Networks 1992, University of Florida
  55. Sina Eatemadi, A new computer interface using event related potentials 1992, University of Florida
  56. Stephen Miller, Graphical waveform scrolling methodologies 1992, University of Florida
  57. Hui-Huang Hsu, Spike Visualization and analysis in phase space 1992, University of Florida
  58. Fang-S. Yu, Display of EEG Chaotic Dynamics 1990, University of Florida
  59. Dean Brenner, Classification of Dynamic Touch Sensor Signals using Neural Networks 1990, University of Florida
  60. James Richards, A gradient based variable step-size LMS algorithm 1990, University of Florida
  61. Daraius Hathriam, Adaptive Gain Stabilization of the Electrocardiogram 1989, University of Florida
  62. David Bliss, The implementation of an all digital audio system using PWM 1989, University of Florida
  63. Tim Vath, Electroencephalographic data control and display 1989, University of Florida
  64. Andy Adkins, An all digital audio equalizer design 1989, University of Florida
  65. Steven Friedl, The Auto Neo-cognitron 1989, University of Florida
  66. Haan-Go Choi, Comparisons of smoothing algorithm for EEG analysis 1988, University of Florida
  67. Russ Walter, Spike detection using a syntatic pattern recognition approach 1988, University of Florida
  68. Scott Orangio, A Goal driven object-oriented interface for digital signal processing 1988, University of Florida
  69. Reinhold Urbschat, SLICE simulation of analog, neuron-like circuits in an optimization problem 1988, University of Florida
  70. Rufus Cofer III, A microcomputer based audio system for monitoring milling operations 1988, University of Florida
  71. Luis Menezes, Digitial signal processing of geophysical data 1988, University of Florida
  72. Ana Tome, Microcomputer implementation of a digital frequency synthesizer 1988, University of Florida


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