Publication Details
Title: Parallel Training of a Multi-Layer Perceptron on a GPU
Author: C. Oei, G. Friedland, and A. Janin
Group: ICSI Technical Reports
Date: October 2009
PDF: http://www.icsi.berkeley.edu/pubs/techreports/TR-09-008.pdf
Overview:
This report presents a parallelized implementation of a back propagation training algorithm running on the NVIDIA graphics card GPU and compares it with several CPU implementations, including highly optimized software packages that do their work on the CPU.
Bibliographic Information:
ICSI Technical Report TR-09-008
Bibliographic Reference:
C. Oei, G. Friedland, and A. Janin. Parallel Training of a Multi-Layer Perceptron on a GPU. ICSI Technical Report TR-09-008, October 2009
Author: C. Oei, G. Friedland, and A. Janin
Group: ICSI Technical Reports
Date: October 2009
PDF: http://www.icsi.berkeley.edu/pubs/techreports/TR-09-008.pdf
Overview:
This report presents a parallelized implementation of a back propagation training algorithm running on the NVIDIA graphics card GPU and compares it with several CPU implementations, including highly optimized software packages that do their work on the CPU.
Bibliographic Information:
ICSI Technical Report TR-09-008
Bibliographic Reference:
C. Oei, G. Friedland, and A. Janin. Parallel Training of a Multi-Layer Perceptron on a GPU. ICSI Technical Report TR-09-008, October 2009