DocumentCode
3442386
Title
Sensitivity to errors in artificial neural networks: a behavioral approach
Author
Alippi, Cesare ; Piuri, Vincenzo ; Sami, Mariagiovanna
Author_Institution
Dept. of Electron. & inf., Politecnico di Milano, Italy
Volume
6
fYear
1994
fDate
30 May-2 Jun 1994
Firstpage
459
Abstract
A behavioral approach to the impact of errors due to faults in neural computation is analyzed. Starting from a geometrical description of errors affecting neural values, we derive the probability of error detection at the neuron´s output and at the network´s outputs
Keywords
error analysis; error detection; neural nets; probability; ANN; artificial neural networks; behavioral approach; error detection probability; error sensitivity; neural computation faults; Artificial neural networks; Computer networks; Error analysis; Fault tolerance; Feedforward systems; Information analysis; Intelligent networks; Neural networks; Neurons; Solid modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on
Conference_Location
London
Print_ISBN
0-7803-1915-X
Type
conf
DOI
10.1109/ISCAS.1994.409625
Filename
409625
Link To Document