neural network – TechConnect Briefs

Neural Computational Approach for FinFET Modeling and Nano-Circuit Simulation

Alam M.S., Kranti A., Armstrong G.A., Z. H. College of Engineering & Technology, IN

FinFETs are very promising for low power, low voltage portable applications. For nano-circuit simulation, a suitable FinFET model is required. A behavioural model based on a neural network has been developed in this work and [...]

Microfluidic Injector Models Based on Neural Networks

Magargle R., Hoburg J.F., Mukherjee T., Carnegie Mellon University, US

An injector modeling methodology based on neural networks is presented. The new aspects of this approach are (1) the full description of the dynamic injector behavior and (2) the applicability of the approach to a [...]

Closed-Loop, Neural Network Controlled Accelerometer Design

Gaura E.I., Ferreira N., Rider R.J., Steele N., Coventry University, UK

In this paper, a closed-loop, smart transducer design is proposed, based on artificial neural network (ANN) techniques. The design aims to improve the performance of open-loop, off-the-shelf capacitive acceleration sensors and increase their robustness to [...]

A Neural Network Approach for the Identification of Micromachined Accelerometers

Gaura E.I., Steele N., Rider R.J., Coventry University, UK

The paper presents the identification procedure for a nonlinear accelerometer using a neural network. Simulation results obtained in SPICE and Matlab show good agreement between the behaviour of the sensor over its entire working range [...]