The invention relates to a storage device with a neural network accelerator for automotive predictive maintenance. For example, a data storage device of a vehicle includes: a host interface configuredto receive a sensor data stream from at least one sensor configured on the vehicle; at least one storage media component having a non-volatile memory to store at least a portion of the sensor data stream; a controller; and a neural network accelerator coupled to the controller. The neural network accelerator is configured to perform at least a portion of a calculation based on an artificial neural network and the sensor data stream to predict a maintenance service of the vehicle.
本申请涉及具有用于汽车预测性维护的神经网络加速器的存储装置。例如,车辆的数据存储装置包含:主机接口,其经配置以从配置在所述车辆上的至少一个传感器接收传感器数据流;至少一个存储媒体组件,其具有非易失性存储器以存储所述传感器数据流的至少一部分;控制器;及神经网络加速器,其经耦合到所述控制器。所述神经网络加速器经配置以基于人工神经网络及所述传感器数据流执行计算的至少一部分以预测所述车辆的维护服务。
STORAGE DEVICE WITH NEURAL NETWORK ACCELERATOR FOR AUTOMOTIVE PREDICTIVE MAINTENANCE
具有用于汽车预测性维护的神经网络加速器的存储装置
2021-02-23
Patent
Electronic Resource
Chinese
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60S SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR , Warten, Reinigen, Instandsetzen, Unterstützen, Anheben oder Rangieren von Fahrzeugen, soweit nicht anderweitig vorgesehen / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / G10L Analyse oder Synthese von Sprache , SPEECH ANALYSIS OR SYNTHESIS |
STORAGE AND ACCESS OF NEURAL NETWORK INPUTS IN AUTOMOTIVE PREDICTIVE MAINTENANCE
European Patent Office | 2021
|STORAGE AND ACCESS OF NEURAL NETWORK OUTPUTS IN AUTOMOTIVE PREDICTIVE MAINTENANCE
European Patent Office | 2021
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