Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 4 of 4 for “"Adaptive Neural Networks"”.
-
Towards adaptive neural networks: Bio-inspired principles for functional and structural plasticity
… and reasoning. While modern Artificial Neural Networks (ANNs) achieve high levels of performance in several tasks, the ability of the human brain (and natural brains in general) to adapt to new situations or learn multiple tasks remains unmatched. These capabilities of the natural brain …
-
Online Pilot Model Parameter Estimation for Loss-of-Control Prevention in Aircraft Systems
… Regression with Time Domain derivatives, and Adaptive Neural Networks. The Unscented Kalman Filter holds merit in many estimation problems for its ability to handle model nonlinearities and noise in the systems and sensors. In this respect, it held the best solution for this work given that it …
-
Advanced adaptive classifier methods for data streams
… streaming gradient-boosted trees and Neural Network (NN)s. Firstly, we introduce Streaming Gradient Boosted Trees (SGBT), a novel gradient-boosted method designed explicitly for SL classification. Next, we propose Continuously Adaptive Neural Networks for Data Streams (CAND), an …
-
Neural Network Enhancement of Closed-Loop Controllers for Ill-Modeled Systems with Unknown Nonlinearities
… the performance of the closed-loop system, an adaptive technique, using a neural network, was developed. A neural network is placed in series between the output of the fixed-gain controller and the input into the plant. The weights are initialized to values that result in a unity gain across …