Title :
Design of a 4×4 Kohonen neural net-VHDL description
Author :
Pérez, Marcelo Jara ; Luque, Wilfredo Maehaea ; Damiani, Furio
Author_Institution :
Fac. de Engenharia Eletrica, UNICAMP, Campinas, Brazil
Abstract :
The VHDL modeling and ensuing simulation results for a 4×4 cells Kohonen neural net are presented. The net cells were modeled in behavioral VHDL as components and were instantiated in the neural net structural description. The methodology described aims at automatic circuit synthesis for VLSI implementation
Keywords :
hardware description languages; integrated circuit design; neural chips; self-organising feature maps; 4x4 Kohonen neural net; VLSI; automatic circuit synthesis; behavioral VHDL model; design; simulation; Adaptive filters; Application software; Circuit simulation; Circuit synthesis; Digital integrated circuits; Fabrication; Instruments; Neural networks; Pattern recognition; Very large scale integration;
Conference_Titel :
Devices, Circuits and Systems, 1995., Proceedings of the 1995 First IEEE International Caracas Conference on
Conference_Location :
Caracas
Print_ISBN :
0-7803-2672-5
DOI :
10.1109/ICCDCS.1995.499131
