Title :
GHz-level operation of a compact RTD-based CNN basic cell
Author :
Lee, Jongwon ; Lee, Jooseok ; Yang, Kyounghoon
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
Abstract :
An RTD (resonant tunneling diode)-based CNN (cellular neural network) cell for HLD (horizontal line detection) has been implemented for the first time. The device count of the fabricated CNN HLD cell is less than one third of that in the conventional CMOS-based topology. The RTD-based CNN HLD cell shows the operation frequency of 1.5 GHz. Both the reduced device count and high speed operation of the RTD-based CNN HLD cell have been successfully achieved.
Keywords :
cellular neural nets; network topology; resonant tunnelling diodes; CMOS-based topology; GHz-level operation; cellular neural network; compact RTD-based CNN basic cell; frequency 1.5 GHz; horizontal line detection; operation frequency; resonant tunneling diode; Clocks; Computer architecture; Indium phosphide; Microprocessors; Performance evaluation; Topology;
Conference_Titel :
Compound Semiconductor Week (CSW/IPRM), 2011 and 23rd International Conference on Indium Phosphide and Related Materials
Conference_Location :
Berlin
Print_ISBN :
978-1-4577-1753-6
Electronic_ISBN :
978-3-8007-3356-9