Title :
Memristive Threshold Logic Circuit Design of Fast Moving Object Detection
Author :
Maan, Akshay Kumar ; Kumar, Dinesh Sasi ; Sugathan, Sherin ; James, Alex Pappachen
Author_Institution :
Sch. of Inf. & Commun. Technol., Griffith Univ., Nathan, QLD, Australia
Abstract :
Real-time detection of moving objects involves memorization of features in the template image and their comparison with those in the test image. At high sampling rates, such techniques face the problems of high algorithmic complexity and component delays. We present a new resistive switching-based threshold logic cell which encodes the pixels of a template image. The cell comprises a voltage divider circuit that programs the resistances of the memristors arranged in a single-node threshold logic network, and the output is encoded as a binary value by using a CMOS inverter gate. When a test image is applied to the template-programmed cell, a mismatch in the respective pixels is seen as a change in the output voltage of the cell. The proposed cell when compared with CMOS equivalent implementation shows improved performance in area, leakage power, power dissipation, and delay.
Keywords :
logic circuits; logic design; memristor circuits; object detection; threshold logic; voltage dividers; CMOS inverter gate; component delays; fast moving object detection; high algorithmic complexity; memristive threshold logic circuit design; real-time detection; resistive switching; template image; voltage divider circuit; Hardware; Integrated circuit modeling; Memristors; Neuromorphics; Object detection; Visualization; Memristors; object detection; resistance networks; threshold logic; threshold logic.;
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
DOI :
10.1109/TVLSI.2014.2359801