Title :
A current-mode CMOS loser-take-all with minimum function for neural computations
Author :
Donckers, Nicolas ; Dualibe, Carlos ; Verleysen, Michel
Author_Institution :
Microelectron. Lab., Univ. Catholique de Louvain, Belgium
Abstract :
A novel architecture for loser-take-all functions is proposed. Inputs and outputs of the circuit are currents, which make the circuit appropriated for low-voltage neural hardware computation. In contrast to most existing realisations the circuit does not require subtraction from a fixed reference which decreases accuracy and input dynamic. Moreover, in addition to the loser, it also outputs the minimum input current. The circuit was synthesized using a SOI (silicon on insulator) technology and optimised to work with 1.5 V voltage supply showing improved speed and accuracy for a very low power consumption (typically 5 μW per cell when the input current is 1 μA)
Keywords :
CMOS analogue integrated circuits; analogue processing circuits; current-mode circuits; low-power electronics; neural chips; silicon-on-insulator; 1 muA; 1.5 V; 5 muW; SOI technology; Si; current-mode CMOS circuit; loser-take-all functions; low power consumption; low-voltage neural hardware; minimum function; minimum input current; neural computations; Analog computers; Circuit synthesis; Computer architecture; Energy consumption; Hardware; Laboratories; Low voltage; MOSFETs; Microelectronics; Silicon on insulator technology;
Conference_Titel :
Circuits and Systems, 2000. Proceedings. ISCAS 2000 Geneva. The 2000 IEEE International Symposium on
Conference_Location :
Geneva
Print_ISBN :
0-7803-5482-6
DOI :
10.1109/ISCAS.2000.857119