Apparatuses, systems, and techniques to reduce a size of neural networks. In at least one embodiment, a size of a neural network is reduced by at least removing one or more neurons of the neural network and adjusting one or more layers of the neural network to compensate for the removed one or more neurons.


    Access

    Download


    Export, share and cite



    Title :

    TECHNIQUES FOR PRUNING NEURAL NETWORKS



    Publication date :

    2022-03-03


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    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



    Techniques for pruning neural networks

    DILIP SEQUEIRA / PAVLO MOLCHANOV / GREGORY HEINRICH et al. | European Patent Office | 2022

    Free access

    ACTIVATION ZERO-BYPASS AND WEIGHT PRUNING IN NEURAL NETWORKS FOR VEHICLE PERCEPTION SYSTEMS

    ZENG SHUQING / TONG WEI / WANG SHIGE et al. | European Patent Office | 2020

    Free access

    Activation zero-bypass and weight pruning in neural networks for vehicle perception systems

    ZENG SHUQING / TONG WEI / WANG SHIGE et al. | European Patent Office | 2022

    Free access

    Pruning

    Hodge, Geoff | Catalogue agriculture | 2008


    Pruning Robot

    YE LIFANG | European Patent Office | 2020

    Free access