Title :
SIRENA: a simulation environment for CNNs
Author :
Castro, R. Dominguez ; Espejo, S. ; Rodriguez-Vazquez, Angel ; Vargas, I. Garcia ; Ramos, J.F. ; Carmona, R.
Author_Institution :
Centro Nacional de Microelectron., Seville Univ., Spain
Abstract :
SIRENA is a general simulation environment for artificial neural networks, with emphasis towards CNNs. A special interest has been placed in allowing the simulation and modelling of the non-ideal effects expected from VLSI implementations. SIRENA allows the simulation of CNNs in greater detail than conventional CNN simulators, and much more efficiently than SPICE-type electrical simulators
Keywords :
VLSI; cellular neural nets; virtual machines; CNN simulators; CNNs; SIRENA; non-ideal effects; simulation environment; Analog integrated circuits; Application specific integrated circuits; Cellular neural networks; Circuit simulation; Electronic mail; Neural networks; Object oriented modeling; Real time systems; Very large scale integration; Workstations;
Conference_Titel :
Cellular Neural Networks and their Applications, 1994. CNNA-94., Proceedings of the Third IEEE International Workshop on
Conference_Location :
Rome
Print_ISBN :
0-7803-2070-0
DOI :
10.1109/CNNA.1994.381639
