Design Of Embedded Net'ral Network Circuit Inside Tiigh Speed Camera

Abstract

Analog VLSI on-chip leaming N6ural Networks represent a mature technology for a large number of applications involving industrial as well as consumer appliances. This is particularly the case when low power consumptiog snrall size and/or very high speed are required. This approach exploits the computational features of Neural Networks, the implementation efficiency of analog VLSI circuits and the adaptation capabilities of the on-chip learning feedback schema. High-speed video cameras are powerful tools for investigating for instance the biomechanicsa nalysiso r the movementso f rnechanicalp arts in manufactwing processesI-n the past yearg the use of CMOS sensors instead of CCDs has enabled the development of higb-speed video cameras offering digital outputs , readout flexibility, and lower manufacturing cosB. In this paper, we propose a high-speed srnart camera based on a CMOS sensor with embedded Analog Neural Network