Massively parallel neural signal processing on a many-core platform

Computing in Science and Engineering

Volumn 13, Issue 6, 2011, Pages 42-51

  Chen, Dan ^a   Wang, Lizhe ^b   Ouyang, Gaoxiang ^c   Li, Xiaoli ^c  

^a China University of Geoscience   (China)

^b INDIANA UNIVERSITY   (United States)

^c YANSHAN UNIVERSITY   (China)

Author keywords

CUDA; EEG; Epilepsy; GPGPU; Many core platform; Neural signal analysis; Parallel processing

Indexed keywords

CUDA; EPILEPSY; GPGPU; MANY-CORE; NEURAL SIGNALS; PARALLEL PROCESSING;

ELECTROENCEPHALOGRAPHY; PROGRAM PROCESSORS;

SIGNAL PROCESSING;

EID: 81455141063     PISSN: 15219615     EISSN: None     Source Type: Journal    
DOI: 10.1109/MCSE.2011.20     Document Type: Article

References (10)

1. S. Sanei and J. Chambers, EEG Signal Processing, John Wiley & Sons, 2007, pp. 35-50.
2. Z.H. Wu and N.E. Huang, "Ensemble Empirical Mode Decomposition: A Noise Assisted Data Analysis Method," Advances in Adaptive Data Analysis, vol. 1, no. 1, 2009, pp. 1-41.
3. I.J. Rampil and R.S. Matteo, "Changes in EEG Spectral Edge Frequency Correlate with the Hemodynamic Response to Laryngoscopy and Intubation," Anesthesiology, vol. 67, no. 1, 1987, pp. 139-42. (Pubitemid 18003451)
4. X.L. Li et al., "Analysis of Depth of Anaesthesia with Hilbert-Huang Spectral Entropy," Clinical Neurophysiology, vol. 119, no. 11, 2008, pp. 2465-2475.
5. N.E. Huang et al., "The Empirical Mode Decomposition and the Hilbert Spectrum for Nonlinear and Non-Stationary Time Series Analysis," Proc. Royal Society London, vol. 454, Nabu Press, 1998, pp. 903-95.
6. L. Wang et al., "Cloud Computing: A Perspective Study," New Generation Computing, vol. 28, no. 2, 2010, pp. 137-146.
7. V. Kindratenko, G.K., Thiruvathukal, and S. Gottlieb, "High-Performance Computing Applications on Novel Architectures," Computing in Science & Eng., vol. 10, no. 6, 2008, pp. 13-15.
8. O. Schenk, M. Christena, and H. Burkharta, "Algorithmic Performance Studies on Graphics Processing Units," J. Parallel and Distributed Computing, vol. 68, no. 10, 2008, pp. 1360-1369.
9. J.A. Wilson and J.C. Williams, "Massively Parallel Signal Processing Using the Graphics Processing Unit for Real-Time Brain-Computer Interface Feature Extraction," Front Neuroengineering, vol. 2, no. 11, 2009; www.ncbi.nlm.nih.gov/pubmed/19636394.
10. D. Chen et al., "Synchronization in Federation Community Networks," J. Parallel and Distributed Computing, vol. 70, no. 2, 2010, pp. 144-159.