DocumentCode :
1951161
Title :
Basic analog circuits with a-GIZO thin-film transistors: Modeling and simulation
Author :
Bahubalindruni, Ganga ; Tavares, Vítor Grade ; Barquinha, Pedro ; Duarte, Cândido ; Martins, Rui P. ; Fortunato, Elvira ; De Oliveira, Pedro Guedes
Author_Institution :
Fac. of Eng., Univ. of Porto, Porto, Portugal
fYear :
2012
fDate :
19-21 Sept. 2012
Firstpage :
261
Lastpage :
264
Abstract :
This paper addresses a modeling and simulation methodology for analog circuit design with amorphous-GIZO thin-film transistors (TFTs). To reach an effective circuit design flow, with commercially available tools, a TFT model has been first developed with an artificial neural network (ANN). Multilayer perceptron with backpropagation algorithm has been adopted to model the static behavior of the TFT devices, for different aspect ratios. The model was then implemented in Verilog-A, to allow a quick instantiation in circuit. Simulations using Cadence Spectre are performed to validate the model. On a second phase, simulation results of basic analog circuits, with this ANN model, are verified against the actual functional results, namely an adder, subtractor, and current mirror circuit. Results demonstrate not only the ANN model accuracy and compatibility with dc and transient analysis, but also show the a-GIZO TFT capability to perform analog operations.
Keywords :
adders; analogue integrated circuits; backpropagation; current mirrors; gallium compounds; hardware description languages; indium compounds; neural nets; thin film transistors; transient analysis; Cadence Spectre; GaInZnO; Verilog-A; adder; amorphous-GIZO thin-film transistors; analog circuit design; artificial neural network; backpropagation; circuit design flow; current mirror circuit; multilayer perceptron; subtractor; transient analysis; Adders; Artificial neural networks; Integrated circuit modeling; Mirrors; Solid modeling; Thin film transistors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), 2012 International Conference on
Conference_Location :
Seville
Print_ISBN :
978-1-4673-0685-0
Type :
conf
DOI :
10.1109/SMACD.2012.6339389
Filename :
6339389
Link To Document :
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