A vehicle having the first ANN model initially installed therein to generate outputs from inputs generated by one or more sensors of the vehicle. The vehicle selects an input based on an output generated from the input using the first ANN model. The vehicle has a module to incrementally train the first ANN model through unsupervised machine learning from sensor data that includes the input selected by the vehicle. Optionally, the sensor data used for the unsupervised learning may further include inputs selected by other vehicles in a population. Sensor inputs selected by vehicles are transmitted to a centralized computer server, which trains the first ANN model through supervised machine learning from sensor received inputs from the vehicles in the population and generates a second ANN model as replacement of the first ANN model previously incrementally improved via unsupervised machine learning in the population.


    Access

    Download


    Export, share and cite



    Title :

    Self-learning in distributed architecture for enhancing artificial neural network


    Contributors:

    Publication date :

    2022-05-10


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06V / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen



    Self-Learning in Distributed Architecture for Enhancing Artificial Neural Network

    MONDELLO ANTONINO / TROIA ALBERTO | European Patent Office | 2022

    Free access


    Artificial Neural Network for Enhancing Selection of Pavement Maintenance Strategy

    Abdelrahim, Ashraf M. / George, K.P. | Transportation Research Record | 2000


    A Novel Artificial Neural Network Architecture for Control Applications

    Luebbers, P. G. / Pandya, A. S. / Sudhakar, R. et al. | British Library Conference Proceedings | 1994


    ARCHITECTURE FOR DISTRIBUTED ARTIFICIAL INTELLIGENCE AUGMENTATION

    FALENDYSZ ANDREW D / BOWMAN WILLIAM S / SUMMER MATTHEW D et al. | European Patent Office | 2023

    Free access