Deniz Erdogmus

Summary

Affiliation: University of Florida
Country: USA

Publications

  1. ncbi request reprint Minimax mutual information approach for independent component analysis
    Deniz Erdogmus
    Computational NeuroEngineering Laboratory, Electrical and Computer Engineering Department, University of Florida, Gainesville, FL 32611, USA
    Neural Comput 16:1235-52. 2004
  2. ncbi request reprint Image construction methods for phased array magnetic resonance imaging
    Deniz Erdogmus
    Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    J Magn Reson Imaging 20:306-14. 2004
  3. ncbi request reprint SNR-optimality of sum-of-squares reconstruction for phased-array magnetic resonance imaging
    Erik G Larsson
    Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    J Magn Reson 163:121-3. 2003
  4. ncbi request reprint Interpreting spatial and temporal neural activity through a recurrent neural network brain-machine interface
    Justin C Sanchez
    Department of Pediatrics Division of Neurology, University of Florida, Gainesville, FL 32611, USA
    IEEE Trans Neural Syst Rehabil Eng 13:213-9. 2005
  5. ncbi request reprint Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map
    Jeongho Cho
    Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL 32611, USA
    IEEE Trans Neural Netw 17:445-60. 2006
  6. ncbi request reprint A new classifier based on information theoretic learning with unlabeled data
    Kyu Hwa Jeong
    Computational NeuroEngineering Laboratory, Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    Neural Netw 18:719-26. 2005
  7. pmc Principal curve based semi-automatic segmentation of organs in 3D-CT
    S You
    Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA
    Conf Proc IEEE Eng Med Biol Soc 2011:6220-3. 2011
  8. ncbi request reprint Stochastic error whitening algorithm for linear filter estimation with noisy data
    Yadunandana N Rao
    Computational NeuroEngineering Laboratory, Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    Neural Netw 16:873-80. 2003
  9. doi request reprint Extraction of samples from airway and vessel trees in 3D lung CT based on a multi-scale principal curve tracing algorithm
    S You
    Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA
    Conf Proc IEEE Eng Med Biol Soc 2011:5157-60. 2011
  10. doi request reprint Motion flow analysis in cell videos using a multi-level clustering method
    Esra Ataer-Cansizoglu
    Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115, USA
    Conf Proc IEEE Eng Med Biol Soc 2011:7767-70. 2011

Collaborators

Detail Information

Publications18

  1. ncbi request reprint Minimax mutual information approach for independent component analysis
    Deniz Erdogmus
    Computational NeuroEngineering Laboratory, Electrical and Computer Engineering Department, University of Florida, Gainesville, FL 32611, USA
    Neural Comput 16:1235-52. 2004
    ..In addition, we demonstrate that for a specific selection of the constraint functions in the maximum entropy density estimation procedure, the algorithm relates strongly to ICA methods using higher-order cumulants...
  2. ncbi request reprint Image construction methods for phased array magnetic resonance imaging
    Deniz Erdogmus
    Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    J Magn Reson Imaging 20:306-14. 2004
    ..To study image construction in phased array magnetic resonance imaging (MRI) systems from a statistical signal processing point of view...
  3. ncbi request reprint SNR-optimality of sum-of-squares reconstruction for phased-array magnetic resonance imaging
    Erik G Larsson
    Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    J Magn Reson 163:121-3. 2003
    ..Finally, we discuss the implications of this result...
  4. ncbi request reprint Interpreting spatial and temporal neural activity through a recurrent neural network brain-machine interface
    Justin C Sanchez
    Department of Pediatrics Division of Neurology, University of Florida, Gainesville, FL 32611, USA
    IEEE Trans Neural Syst Rehabil Eng 13:213-9. 2005
    ..Next, using the trained model weights, we derive a temporal sensitivity measure to asses how the model utilized the sampled cortices and neurons in real-time during BMI testing...
  5. ncbi request reprint Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map
    Jeongho Cho
    Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL 32611, USA
    IEEE Trans Neural Netw 17:445-60. 2006
    ..The proposed multiple modeling and control strategy has been successfully tested in a simulator that models the LoFLYTE UAV...
  6. ncbi request reprint A new classifier based on information theoretic learning with unlabeled data
    Kyu Hwa Jeong
    Computational NeuroEngineering Laboratory, Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    Neural Netw 18:719-26. 2005
    ..The method uses a boosting-like algorithm with an ITL based cost function. Preliminary simulations suggest that the method has the potential to improve the performance of classifiers in the application phase...
  7. pmc Principal curve based semi-automatic segmentation of organs in 3D-CT
    S You
    Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA
    Conf Proc IEEE Eng Med Biol Soc 2011:6220-3. 2011
    ..The preserved points can be as low as 10 percent of the initial manual points, and the Dice Coefficients are approximately 0.93 for lung segmentation...
  8. ncbi request reprint Stochastic error whitening algorithm for linear filter estimation with noisy data
    Yadunandana N Rao
    Computational NeuroEngineering Laboratory, Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    Neural Netw 16:873-80. 2003
    ..The stochastic EWC algorithm has many potential applications. We will use this in designing robust inverse controllers with noisy data...
  9. doi request reprint Extraction of samples from airway and vessel trees in 3D lung CT based on a multi-scale principal curve tracing algorithm
    S You
    Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA
    Conf Proc IEEE Eng Med Biol Soc 2011:5157-60. 2011
    ..Finally, a multi-scale principal curve projection and tracing algorithm is applied on the filtered image to identify the centerlines of the airway and vessel trees...
  10. doi request reprint Motion flow analysis in cell videos using a multi-level clustering method
    Esra Ataer-Cansizoglu
    Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115, USA
    Conf Proc IEEE Eng Med Biol Soc 2011:7767-70. 2011
    ..Experiments show that the technique gives accurate results for detecting region and direction of flow...
  11. doi request reprint Towards respiration management in radiation treatment of lung tumors: transferring regions of interest from planning CT to kilovoltage X-ray images
    Esra Ataer-Cansizoglu
    Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115, USA
    Conf Proc IEEE Eng Med Biol Soc 2010:3101-4. 2010
    ..Our approach gives accurate results for rigid registration and provides a starting point to track tumors using the X-ray images during the treatment...
  12. ncbi request reprint Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models
    Sung Phil Kim
    Department of Electrical Engineering, University of Florida, Gainesville, FL 32611, USA
    Neural Netw 16:865-71. 2003
    ..This leads to savings in computational requirements, while the performance is still similar to a large fully nonlinear network...
  13. ncbi request reprint Feature extraction using information-theoretic learning
    Kenneth E Hild
    Biomagnetic Imaging Laboratory, University of California at San Francisco, Room C 324B, San Francisco, CA 94122, USA
    IEEE Trans Pattern Anal Mach Intell 28:1385-92. 2006
    ..The evaluations show that the proposed method, even though it uses independent training, performs at least as well as three feature extraction methods that train the extractor and classifier simultaneously...
  14. ncbi request reprint Nonparametric snakes
    Umut Ozertem
    OGI, Beaverton, OR 97006, USA
    IEEE Trans Image Process 16:2361-8. 2007
    ..We tested the proposed method on synthetic and real images and obtained comparatively better results...
  15. ncbi request reprint Boosting linear logistic regression for single trial ERP detection in rapid serial visual presentation tasks
    Yonghong Huang
    Comput Sci and Electr Eng Dept, Oregon Health and Sci Univ, Portland, OR 97239, USA
    Conf Proc IEEE Eng Med Biol Soc 1:3369-72. 2006
    ..The results demonstrated that the boosting method improves the detection performance compared with the base classifier by approximately 3% as measured by area under the ROC curve...
  16. ncbi request reprint Feature selection in MLPs and SVMs based on maximum output information
    Vikas Sindhwani
    Department of Computer Science, The University of Chicago, IL 60637, USA
    IEEE Trans Neural Netw 15:937-48. 2004
    ..These algorithms compare favorably with a number of other methods in terms of performance on various artificial and real-world data sets...
  17. ncbi request reprint Special issue on information theoretic learning
    Jose C Principe
    IEEE Trans Neural Netw 15:789-91. 2004
  18. ncbi request reprint Method comparison of ultrasound and kilovoltage x-ray fiducial marker imaging for prostate radiotherapy targeting
    Clifton David Fuller
    Department of Radiation Oncology, University of Texas Health Science Center San Antonio, USA
    Phys Med Biol 51:4981-93. 2006
    ..Comparison series with multiple image-guidance systems are needed to refine comparisons between targeting methods. However, we do not advocate interchangeability of US and FM localization methods...