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Dissertations
- Shujian Yu, The Analysis of Machine Learning Algorithms from Information Theoretic Perspective May 2019, University of Florida
- Rosha Pokharel, ROBUST KERNEL ADAPTIVE LEARNING FOR ONLINE SUPERVISED SYSTEMS May 2014, University of Florida
- Austin J. Brockmeier, Learning and exploiting recurrent patterns in neural data May 2014, University of Florida
- Rakesh Chalasani, A Hierarchical Dynamic Model for Object Recognition Dec 2013, University of Florida
- Jihye Bay, KERNEL TEMPORAL DIFFERENCES FOR REINFORCEMENT LEARNING WITH APPLICATIONS TO BRAIN MACHINE INTERFACES Aug 2013, University of Florida
- Bilal Fadlallah, Quantifying Cognitive Processes in the Human Brain using Measures of Dependence May 2013, University of Florida
- Pingping Zhu, KALMAN FILTERING IN REPRODUCING KERNEL HILBERT SPACES May 2013, University of Florida
- J. Tory Cobb, Sonar Image Modeling for Texture Discrimination and Classification Dec 2012, University of Florida
- Lin Li, KERNEL BASED MACHINE LEARNING FRAMEWORK FOR NEURAL DECODING Dec 2012, University of Florida
- LUIS GONZALO SÁNCHEZ GIRALDO, REPRODUCING KERNEL HILBERT SPACE METHODS FOR INFORMATION THEORETIC LEARNING Dec 2012, University of Florida
- Zhao,Songlin, FROM FIXED TO ADAPTIVE BUDGET ROBUST KERNEL ADAPTIVE FILTERING.pdf Dec 2012, University of Florida
- Erion Hasanbelliu, Information Theoretic Similarity Measures for Shape Matching May 2012, University of Florida
- Manu Rastogi, DESIGN OPTIMIZATIONS OF SPIKING HARDWARE NEURONS May 2012, University of Florida
- alexander singh alvarado, TIME ENCODED COMPRESSION AND CLASSIFICATION USING THE INTEGRATE AND FIRE SAMPLER Jan 2012, University of Florida
- Kittipat Kampa, STRUCTURED GRAPHICAL MODELS FOR UNSUPERVISED IMAGE SEGMENTATION Dec 2011, University of Florida
- SHENG-FENG (STEVE) YEN, A LOW BANDWIDTH PULSE-BASED NEURAL RECORDING SYSTEM Jan 2011, University of Florida
- Sohan Seth, On nonparametric measures of dependence and conditional independence: Theory and applications 2011, University of Florida
- BABAK MAHMOUDI, NTEGRATING ROBOTIC ACTION WITH BIOLOGIC PERCEPTION: A BRAIN-MACHINE SYMBYOSIS THEORY Dec 2010, University of Florida
- Il Memming Park, Capturing spike train similarity structure:A point process divergence approach 2010, University of Florida
- Darmanjian, Shalom, Design and analysis of generative models for brain machine interfaces Sep 2009, University of Florida
- DiGiovanna, John F., Changing the brain-machine interface paradigm : co-adaptation based on reinforcement learning Sep 2008, University of Florida
- Paiva, Antonio R. C., Reproducing kernel Hilbert spaces for point processes, with applications to neural activity analysis Aug 2008, University of Florida
- Liu, Weifeng, Adaptive filtering in reproducing kernel Hilbert spaces Aug 2008, University of Florida
- Rao, Sudhir Madhav, Unsupervised learning : an information theoretic framework Aug 2008, University of Florida
- Gunduz, Aysegul, Human motor control through electrocorticographic brain machine interfaces Aug 2008, University of Florida
- Li, Ruijiang, Spatiotemporal filtering methodology for single-trial event-related potential component estimation Aug 2008, University of Florida
- Yiwen Wang, POINT PROCESS MONTE CARLO FILTERING FOR BRAIN MACHINE INTERFACES May 2008, University of Florida
- Pokharel, Puskal P., Time series analysis with information theoretic learning and kernel methods Sep 2007, University of Florida
- Kyu-Hwa Jeong, The Correntropy MACE filter for Image Recognition Aug 2007, University of Florida
- Seungju Han, A FAMILY OF MINIMUM RENYI'S ERROR ENTROPY ALGORITHM FOR INFORMATION PROCESSING Aug 2007, University of Florida
- Jianwu Xu, Nonlinear Signal Processing based on Reproducing Kernel Hilbert Space Aug 2007, University of Florida
- SeungJu Han, A Family of Minimum Renyi's Error Entropy Algorithm for Information Processing Jul 2007, University of Florida
- Christy Leigh Rogers, ULTRA-LOW POWER ANALOG CIRCUITS FOR SPIKE FEATURE EXTRACTION AND DETECTION FROM EXTRACELLULAR NEURAL RECORDINGS May 2007, University of Florida
- MUSTAFA CAN OZTURK, Dynamical Computation with Echo State Networks May 2007, University of Florida
- Harsha Modur Sathyendra, Robust Speaker-Independent Bandwidth Extension for Mobile and Landline communications Dec 2006, University of Florida
- Dongho Han, A new class of sparse channel estimation methods based on support vector machines Dec 2006, University of Florida
- Lan, Jing, Gaussian mixture model based system identification and control Aug 2006, University of Florida
- Rui Yan, COMPETITIVE MIXTURE OF LOCAL LINEAR EXPERTS FOR MAGNETIC RESONANCE IMAGING May 2006, University of Florida
- Anant Hegde, A Spatio-Temporal Dependency Analysis of Epileptic ECOG May 2006, University of Florida
- Du Chen, An Ultra-Low Power Neural Recording System Using Pulse Representations May 2006, University of Florida
- Dazhi Wei, Time-based analog-to-digital converters Aug 2005, University of Florida
- Xu, Dongming, Dynamical analysis, applications, and analog implementation of a biologically realistic olfactory system model Aug 2005, University of Florida
- Sung-Phil Kim, Design and Analysis of Optimal Decoding Models for Brain-Machine Interfaces May 2005, University of Florida
- Hui Liu, Online Automatic Epileptic Seizure Detection From Electroencephalogram (EEG) May 2005, University of Florida
- Jeongho Cho, Multiple Modeling and Control of Nonlinear Systems with Self-Organizing Maps Dec 2004, University of Florida
- Justin C. Sanchez, From Cortical Neural Spike Trains to Behavior: Modeling and Anaylsis May 2004, University of Florida
- Yadunandana Rao, An Augmented Error Criterion for Linear Adaptive Filtering Theory, Algorithms and Applications May 2004, University of Florida
- Kenneth Hild, Blind Separation of Convolutive Mixtures Using Renyi's Divergence Dec 2003, University of Florida
- Michael Ray Johnson, Modeling and Detection of Limit Cycle Oscillations in Thin-Wing Aircraft Using Adaptable Linear Models Aug 2003, University of Florida
- Rodney Morejon, An Information-Theoretic Approach to Sonar Automatic Target Recognition May 2003, University of Florida
- Ching-an Lai, Global Optimization Algorithms for Adaptive Infinite Impulse Response Filters Dec 2002, University of Florida
- Deniz Erdogmus, Information Theoretic Learning: Renyi’s Entropy and its Applications to Adaptive System Training May 2002, University of Florida
- Liping Deng, The ratio spectrum: theory, applications and analog implementation May 2002, University of Florida
- Qiang Luo, A time-based synchronous readout CMOS imager 2002, University of Florida
- Marc Boillot, A warped filter implementation for the loudness enhancement of speech 2002, University of Florida
- Signe Anne Redfield, Efficient Object Recognition Using Color Quantization Dec 2001, University of Florida
- Vitor Tavares, Design and implementation of a biologically realistic olfactory cortex model Sep 2001, University of Florida
- Didem Gokcay, Self-Organizing Features for Regularized Image Standardization May 2001, University of Florida
- Victor Brennan, Principal Component Analysis with Multiresolution May 2001, University of Florida
- W. Curt Lefebvre, Neural network based control designs for complex industrial process applications 2000, University of Florida
- Erhan Gokcay, A new clustering algorithm for segmentation of magnetic resonance images 2000, University of Florida
- Shao-Jen Lim, The ratio spectrum: analog and digital implementations 1999, University of Florida
- Douglas G. Jones, System modeling using generalized linear feedforward networks 1999, University of Florida
- Hsiao-Chun Wu, Blind source separation using information measures in the time and frequency domains 1999, University of Florida
- Dongxin Xu, Energy, entropy, and information potential for neural computation 1999, University of Florida
- Jui-Kuo Juan, Analog Implementation of Locally Recurrent Adaptive Filters May 1998, University of Florida
- Dongwei Chen, Continuous-Scale Analysis for Feature Detection 1998, University of Florida
- Yu-Ming Chiang, Nonuniformity correction using the constant-statistics constraint: analog and digital implementations 1998, University of Florida
- Craig Fancourt, Gated competitive systems for unsupervised segmentation and modeling of piecewise stationary signals 1998, University of Florida
- Li-Kang Yen, Focus of attention for MMW and UWB target recognition 1998, University of Florida
- Frank Candocia, A unified super-resolution approach for optical and synthetic aperture radar images 1998, University of Florida
- Neil Euliano, Temporal Self-Organization for Neural Networks 1998, University of Florida
- Chiang-Jung Pu, A neuromorphic microphone for sound localization 1998, University of Florida
- Matt Rowley, Low-contrast edge detection architectures for neuromorphic vision processing systems 1997, University of Florida
- Mark A. Motter, Control of the NASA Langley 16-foot transonic tunnel with the self-organizing feature map 1997, University of Florida
- Mohamed Ismail, Adaptation of generalized feedforward filters with applications to speech 1997, University of Florida
- John Fisher, Nonlinear Extensions to the Minimum Average Correlation Energy Filter 1997, University of Florida
- Ludong Wang, Local dynamic modeling with self-organizing feature map 1996, University of Florida
- Chuan Wang, An information-theoretic perspective for learning systems with engineering applications 1996, University of Florida
- Munchurl Kim, Focus of attention based on Gamma kernels for automatic target recognition systems 1996, University of Florida
- Samel Celebi, Representation of locally stationary signals using lowpass moments 1995, University of Florida
- Hui-Huang Hsu, Neural networks for signal and information processing 1994, University of Florida
- JinGeol Lee, Measurements of granular flow dynamics with high speed digital images 1994, University of Florida
- Russel Walters, A distributed in_process supervision of milling based on signal processing machining models 1993, University of Florida
- Karl Gugel, Partitioning artificial neural networks onto coarse granular parallel systems 1993, University of Florida
- Armando Barretto, A spatio-temporal approach to epileptic focus localization from array electrocorticography 1993, University of Florida
- Jyh-Ming Kuo, Non-linear dynamical modeling with artificial neural networks 1993, University of Florida
- Haan Go Choi, Multiresolution segmentation methodology for respiratory electromyographic signals 1992, University of Florida
- Tarek Anwar, On the application of conceptual clustering for knowledge discovery in data bases 1992, University of Florida
- Sonja Ebron, Reliability assessment of bulk power systems using neural networks 1992, University of Florida
- Jeff Spaulding, A new adaptive algortihm for real-time equalization of acoustic fields 1992, University of Florida
- Bert deVries, Temporal processing with neural networks- The development of the gamma model 1991, University of Florida
- Tom Davis, Towards an extrapolation of the simulated annealing convergence theory onto the simple genetic algorithm 1991, University of Florida
- Seung-Hun Park, A knowledge-based approach to abnormal EEG spike detection 1990, University of Florida
- Ana Maria Tome, Multiprocessing system for sleep analysis 1990, University of Florida
- Pei-Chen Lo, Application of nonlinear dynamical theory to EEG signal processing and modelling 1990, University of Florida
- Taewhan Yoon, Numeric/Symbolic Machine Tool Supervision 1990, University of Florida
- Francisco Vaz, Spectral characterization of the EEG in epilepsy 1990, University of Florida
Thesis
- 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
- Il Park, Continuous Time Correlation Analysis Techniques for Spike Trains May 2007, University of Florida
- Yiwen Wang, A MONTE CARLO SEQUENTIAL ESTIMATION OF POINT PROCESS OPTIMUM FILTERING FOR BRAIN MACHINE INTERFACES Dec 2006, University of Florida
- Rajvignesh Thogula, Information Theoretic Self-organization of Multiple Agents Aug 2003, University of Florida
- Scott Morrison, A DSP-Based Computational Engine for a Brain-Machine Interface May 2003, University of Florida
- Helene Chili, Nonlinear Neural Networks for Modeling and Online Segmentation of Nonstationary Ventilatory Signals Dec 2002, University of Florida
- William O'Rourke, Real-world evaluation of mobile phone speech enhancement algorithms 2002, University of Florida
- Paul Baker, Inaudible audio communication 2001, University of Florida
- Rahul Ghosh, A neural network approach to binaural speech localization 2001, University of Florida
- Ravi Kishore, Thresholded-pixel imagers 2001, University of Florida
- Sowmiya Narasimhan, A ratio spectrum speech coder 2001, University of Florida
- Charles Overman, High-order nonlinear phenomena-based computation: a refined chaotic cell and subthreshold-CMOS synchronization circuitry 2001, University of Florida
- Thomas Reinke, Algorithms for improved speech perception 2001, University of Florida
- Yadunandana Rao, Algorithms for eigendecomposition and time series segmentation 2000, University of Florida
- Helder Cochofel, Real time adaptive inverse control of ventilators using neural networks 1999, University of Florida
- Agustin Roca, Agustin Roca 1999, University of Florida
- Philip A. Schentrup, Integration of digital frequency synthesis and timing control for NMR: a programmable logic implementation 1999, University of Florida
- James D. Nickila, Real-time Speech Coding Using the Ratio Spectrum 1999, University of Florida
- Karthik Narasimhan, A comparison of anatomical and waveform-based dynamic models of the vocal folds 1998, University of Florida
- Lavanya Dodlatyvenkata, A DSP processor implementation of blind source separation algorithms 1998, University of Florida
- John E. Neeley, Design and implementation of chaotic oscillators in subthreshold CMOS 1998, University of Florida
- Sheetal Shah, Speech Recognition for Cellular Phones 1998, University of Florida
- Edward Jakob, A ring based muliprocessor for neurocomputing 1997, University of Florida
- Marc Boillot, Data acquisition and visualization for electrophysiology studies in-vitro 1997, University of Florida
- Jason Nadrowski, The effects of inspiratory flow waveforms on lung volume distribution 1997, University of Florida
- Mahalingam Nagarajan, Design and implementation of sub-threshold CMOS log-domain filters 1997, University of Florida
- Balasubramaniam K. Thandu, Biomedical signal compression 1997, University of Florida
- Odelia Schwartz, Modeling the precedence effect for speech 1996, University of Florida
- Didar Islam, Design of a constant input power, high efficiency synchronous converter 1996, University of Florida
- Aneel Rijhwani, Design, fabrication, and evaluation of an electronic medical gas blender 1996, University of Florida
- Konstantinos Pappas, Phase space reconstruction using gamma delay lines 1996, University of Florida
- James Shima, FM demodulation using a digital radio and digital signal processing 1996, University of Florida
- John Robinson, The CNEL Machine 1994, University of Florida
- Alberto Villalon, Spatial deconvolution approach to epileptic focus localization from array ECoG 1994, University of Florida
- Howard Levin, Physical Modelling of organ Reed pipes 1994, University of Florida
- Herman Calabria, Design and Implementation of an object-oriented neural network simulator 1994, University of Florida
- Todd Hager, A Neural Network approach to recognition of musical pitch and timbre 1994, University of Florida
- Suresh Venkumahanti, A DSP based MIMD machine for artificial neu-ral network acceleration 1993, University of Florida
- Malhar Palkar, Echo Cancellation with the gamma filter 1993, University of Florida
- Larry Turner, Feedforward neural networks with adaptive memory layers with applications to word recognition 1993, University of Florida
- Alex Radisavljevic, Multiresolution stochastic 3D shape models for image segmentation 1993, University of Florida
- Bernard Williams, Pulse Energy modulation for digital-analog conversion in digital audio systems 1993, University of Florida
- Todd Hornquist, A multi-DSP parallel processor for the Next workstation with application to neural networks 1993, University of Florida
- John MacCardle, Measurement of particle speed through optical reflective sensing. 1993, University of Florida
- David Samson, Real time pitch detection using filter banks and neural networks 1993, University of Florida
- David Zweidinger, Implementation of an 11 bit audio digital pulse-width modulator in 2mm CMOS 1993, University of Florida
- Geoffrey Brooks, Adaptive filtering for pixel level image prediction 1992, University of Florida
- Archana Vasanthakumar, Quantification of the EEG response to stimulus under anaesthesia 1992, University of Florida
- James Tracey, Isolated-word speech recognition using the focused gamma neural network 1992, University of Florida
- Curt Lefebvre, An object Oriented approach for the analysis of Neural Networks 1992, University of Florida
- Randal Chang, A Pitch Detection algorithm for complex music signals based on the Q transform 1992, University of Florida
- Abir Zahalka, Signal Detection with neural networks: an application to the recognition of epileptic spikes 1992, University of Florida
- Mohamed Ismail, A real-time Speech Synthesizer 1992, University of Florida
- Alok Rathie, Nonlinear Signal Processing using Neural Networks 1992, University of Florida
- Sina Eatemadi, A new computer interface using event related potentials 1992, University of Florida
- Stephen Miller, Graphical waveform scrolling methodologies 1992, University of Florida
- Hui-Huang Hsu, Spike Visualization and analysis in phase space 1992, University of Florida
- Fang-S. Yu, Display of EEG Chaotic Dynamics 1990, University of Florida
- Dean Brenner, Classification of Dynamic Touch Sensor Signals using Neural Networks 1990, University of Florida
- James Richards, A gradient based variable step-size LMS algorithm 1990, University of Florida
- Daraius Hathriam, Adaptive Gain Stabilization of the Electrocardiogram 1989, University of Florida
- David Bliss, The implementation of an all digital audio system using PWM 1989, University of Florida
- Tim Vath, Electroencephalographic data control and display 1989, University of Florida
- Andy Adkins, An all digital audio equalizer design 1989, University of Florida
- Steven Friedl, The Auto Neo-cognitron 1989, University of Florida
- Haan-Go Choi, Comparisons of smoothing algorithm for EEG analysis 1988, University of Florida
- Russ Walter, Spike detection using a syntatic pattern recognition approach 1988, University of Florida
- Scott Orangio, A Goal driven object-oriented interface for digital signal processing 1988, University of Florida
- Reinhold Urbschat, SLICE simulation of analog, neuron-like circuits in an optimization problem 1988, University of Florida
- Rufus Cofer III, A microcomputer based audio system for monitoring milling operations 1988, University of Florida
- Luis Menezes, Digitial signal processing of geophysical data 1988, University of Florida
- Ana Tome, Microcomputer implementation of a digital frequency synthesizer 1988, University of Florida