Title :
Radial Basis Function circuits using folded cascode differential pairs
Author :
Lucks, Marcio B. ; Oki, Nobuo
Author_Institution :
IAE (Inst. of Aeronaut. & Space), São José dos Campos, Brazil
Abstract :
In this paper, we propose new circuits for the implementation of Radial Basis Functions (RBF). These RBFs are obtained by the subtraction of two differential pair output currents in a folded cascode configuration. We also propose a multidimensional version based on the unidimensional circuits. SPICE simulation and experimental results indicate good functionality. These circuits are intended to be applied in the implementation of radial basis function networks. Possible applications of these networks include transducer signal conditioning and processing in onboard telemetry systems for aircraft and spacecraft vehicles.
Keywords :
SPICE; neural nets; radial basis function networks; SPICE simulation; folded cascode differential pairs; radial basis function circuits; unidimensional circuits; Artificial neural networks; Circuit simulation; MOS devices; Multidimensional systems; Parallel processing; Radial basis function networks; Space vehicles; Telemetry; Transconductance; Transducers;
Conference_Titel :
Circuits and Systems (MWSCAS), 2010 53rd IEEE International Midwest Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-7771-5
DOI :
10.1109/MWSCAS.2010.5548753