SPERT-II: A Vector Microprocessor System and Its Application to Large Problems in Backpropagation Training
Abstract
We report on our development of a high-performance system for neural network and other signal processing applications. We have designed and implemented a vector microprocessor and pack(cid:173) aged it as an attached processor for a conventional workstation. We present performance comparisons with commercial worksta(cid:173) tions on neural network backpropagation training. The SPERT-II system demonstrates significant speedups over extensively hand(cid:173) optimization code running on the workstations.
Cite
Text
Wawrzynek et al. "SPERT-II: A Vector Microprocessor System and Its Application to Large Problems in Backpropagation Training." Neural Information Processing Systems, 1995.Markdown
[Wawrzynek et al. "SPERT-II: A Vector Microprocessor System and Its Application to Large Problems in Backpropagation Training." Neural Information Processing Systems, 1995.](https://mlanthology.org/neurips/1995/wawrzynek1995neurips-spertii/)BibTeX
@inproceedings{wawrzynek1995neurips-spertii,
title = {{SPERT-II: A Vector Microprocessor System and Its Application to Large Problems in Backpropagation Training}},
author = {Wawrzynek, John and Asanovic, Krste and Kingsbury, Brian and Beck, James and Johnson, David and Morgan, Nelson},
booktitle = {Neural Information Processing Systems},
year = {1995},
pages = {619-625},
url = {https://mlanthology.org/neurips/1995/wawrzynek1995neurips-spertii/}
}