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A GPU based simulation platform for adaptive frequency Hopf oscillators

Soleimani, H ; Sharif University of Technology | 2012

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  1. Type of Document: Article
  2. DOI: 10.1109/IranianCEE.2012.6292478
  3. Publisher: 2012
  4. Abstract:
  5. In this paper we demonstrate a dynamical system simulator that runs on a single GPU. The model (running on an NVIDIA GT325M with 1GB of memory) is up to 50 times faster than a CPU version when more than 10 million adaptive Hopf oscillators have been simulated. The simulation shows that the oscillators tune to the correct frequencies for both discrete and continuous spectra. Due to its dynamic nature the system is also capable to track non-stationary spectra. With the help of this model the frequency spectrum of an ECG signal (as a non-stationary signal) obtained and was showed that frequency domain representation of signal (i.e. FFT) is the same as one MATLAB generates
  6. Keywords:
  7. Adaptive Hopf Oscillator ; Dynamic System ; Adaptive frequency ; Continuous spectrum ; Dynamic nature ; ECG signals ; Frequency domains ; Frequency spectra ; Graphic processing units ; Nonstationary ; Nonstationary signals ; Simulation platform ; Dynamical systems ; Electrical engineering ; MATLAB ; Computer simulation
  8. Source: ICEE 2012 - 20th Iranian Conference on Electrical Engineering ; 2012 , Pages 884-888 ; 9781467311489 (ISBN)
  9. URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6292478