Title :
A neural network FPGA implementation
Author :
S. Coric;I. Latinovic;A. Pavasovic
Author_Institution :
Northeastern Univ., Boston, MA, USA
Abstract :
A design of a general-purpose neuron for topologies using backpropagation algorithm is described. The sigmoid activation function is also implemented. The neuron is then used in the design and implementation of a neural network, using Xilinx FPGA, with speed/area tradeoffs.
Keywords :
"Neural networks","Field programmable gate arrays","Neurons","Hardware","Network topology","Logic design","Read only memory","Algorithm design and analysis","Logistics","Programmable logic arrays"
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2000. NEUREL 2000. Proceedings of the 5th Seminar on
Print_ISBN :
0-7803-5512-1
DOI :
10.1109/NEUREL.2000.902397
