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Neural Networks in FPGA

Started by e April 9, 2005
I have a PhD student (Jihan Zhu) working in this area. There have been many 
implementations of NN's in FPGAs over the years. The first seems to have 
been
Cox, C.E. and E. Blanz, GangLion - a fast field-programmable gate array 
implementation of a connectionist classifier. IEEE Journal of Solid-State 
Circuits, 1992. 28(3): p. 288-299.

A very brief (4 page) survey appeared in FPL in 2003:
J. Zhu and P. Sutton, "FPGA Implementations of Neural Networks - a Survey of 
a Decade of Progress," in Proceedings of 13th International Conference on 
Field Programmable Logic and Applications (FPL 2003), Lisbon, Sep 2003.

It's online at 
http://www.itee.uq.edu.au/~peters/papers/zhu_sutton_fpl2003.pdf

Peter

"Peter Sommerfeld" <psommerfeld@gmail.com> wrote in message 
news:1113232756.948911.296830@o13g2000cwo.googlegroups.com...
> Take a look at GenoByte, http://www.genobyte.com/cbm.html. > > News is old though, ca. 2000. > > -- Pete > > e wrote: >> Has anyone investigated implementimg neural nets in FPGAs? >
e wrote:

> Has anyone investigated implementimg neural nets in FPGAs?
I saw a paper maybe 10 years ago on a neural net set up in an FPGA (small by todays standards), It used bit serial arithmetic and was able to fit more nodes than one might have thought. IIRC, this was an early xilinx 4K family. -- --Ray Andraka, P.E. President, the Andraka Consulting Group, Inc. 401/884-7930 Fax 401/884-7950 email ray@andraka.com http://www.andraka.com "They that give up essential liberty to obtain a little temporary safety deserve neither liberty nor safety." -Benjamin Franklin, 1759
You might google "Federico Faggin" (my boss at Zilog 26 years ago) or
Synaptics, his later company...
Peter Alfke