Title :
Automatic synthesizable VHLD code generation from neural networks models using Matlab
Author :
Karol Gugala;Andrzej Rybarczyk
Author_Institution :
Computer Engineering, Faculty of Computing and Management, Pozna? University of Technology, Poland
fDate :
6/1/2009 12:00:00 AM
Abstract :
The purpose of this work was to implement automatic synthesizable VHLD code generation from neural networks models algorithm in Matlab. We present generation algorithm usage and structure. VHDL models are generated with pipelined architecture, also there is hierarchical structure maintained in it. Example of generate model synthesis using Xilinx ISE 10.1 software result was presented.
Keywords :
"Network synthesis","Neural networks","Mathematical model","Neurons","Encoding","Integrated circuit modeling","Data structures","Transfer functions","Algorithm design and analysis","Integrated circuit synthesis"
Conference_Titel :
Mixed Design of Integrated Circuits & Systems, 2009. MIXDES ´09. MIXDES-16th International Conference
Print_ISBN :
978-1-4244-4798-5