Title :
Single-ended input four-quadrant multiplier for analog neural networks
Author :
Aksin, Devrim Yilmaz ; Basyurt, Pinar Basak ; Uyanik, Hayri Ugur
Author_Institution :
Sch. of Electr. & Electron. Eng., Istanbul Tech. Univ., Istanbul, Turkey
Abstract :
A low-power, low-voltage, single-ended input, four-quadrant CMOS analog multiplier architecture suitable for analog neural network implementations is presented. The architecture takes advantage of the quadratic I-V characteristic of an NMOS and a PMOS transistors both operating in saturation region. Combining NMOS and PMOS transistors allows four-quadrant operation with single-ended input. Due to its modular structure, proposed architecture is very suitable for applications requiring large number of multipliers in parallel such as neural networks. The cell can operate with a supply voltage level down to 1.2 V and draws 2 muA quiescent current. The circuit is designed and simulated in 0.35 mum standard CMOS process.
Keywords :
CMOS analogue integrated circuits; MOSFET; analogue multipliers; low-power electronics; neural nets; NMOS transistors; PMOS transistors; analog neural network; current 2 muA; low-power analog multiplier architecture; quadratic I-V characteristics; single-ended input four-quadrant multiplier; size 0.35 mum; voltage 1.2 V; CMOS process; Circuit noise; Circuit simulation; Information retrieval; Linearity; MOS devices; MOSFETs; Neural networks; Parallel processing; Voltage; Low-Power Low-Voltage; Neural Networks; Single-Ended Input Four-Quadrant Analog Multiplier;
Conference_Titel :
Circuit Theory and Design, 2009. ECCTD 2009. European Conference on
Conference_Location :
Antalya
Print_ISBN :
978-1-4244-3896-9
Electronic_ISBN :
978-1-4244-3896-9
DOI :
10.1109/ECCTD.2009.5274983