5 search results - page 1 / 1 » A highly scalable Restricted Boltzmann Machine FPGA implemen... |
FPL
2009
Springer
14 years 1 months ago
2009
Springer
Restricted Boltzmann Machines (RBMs) — the building block for newly popular Deep Belief Networks (DBNs) — are a promising new tool for machine learning practitioners. However,...
FPGA
2009
ACM
14 years 3 months ago
2009
ACM
Despite the popularity and success of neural networks in research, the number of resulting commercial or industrial applications have been limited. A primary cause of this lack of...
FPL
2009
Springer
14 years 1 months ago
2009
Springer
Although there are many neural network FPGA architectures, there is no framework for designing large, high-performance neural networks suitable for the real world. In this paper, ...
FCCM
2006
IEEE
14 years 3 months ago
2006
IEEE
It has been shown that a small number of FPGAs can significantly accelerate certain computing tasks by up to two or three orders of magnitude. However, particularly intensive lar...
OOPSLA
1999
Springer
14 years 1 months ago
1999
Springer
Object-based parallel and distributed applications are becoming increasingly popular, driven by the programmability advantages of component technology and a flat shared-object spa...