In this work, a neural network-based solution to BSIM3v3 MOSFET model is developed to find the most suitable channel parameters to improve the production yield and operation accuracy of submicron integrated circuits. By means of the proposed solution the channel parameters of each transistor can...

1 Einleitung -- 2 Das Mehrschichtige Perzeptron (MLP) -- 3 Standardprobleme beim Einsatz vom MLP -- 4 KNN-Software -- 5 Klassifikation mit Hilfe des Regressionsansatzes -- 6 Klassifikation mit Hilfe des wahrscheinlichkeitsbasierten Ansatzes -- 7 Optimale Anzahl der verborgenen Neuronen -- 8...

In pipeline management the accurate prediction of weak displacements is a crucial factor in drawing up a prevention policy since the accumulation of these displacements over a period of several years can lead to situations of high risk. This work addresses the specific problem related to the...