2022 BRN Discussion, page-5934

@uiux
Hi ui,

This one addresses a problem which would not arise if Akida were in use, excess data handling. It seems to use a data throttle to slow data when there is an overload, analogously to the internet slowing with too much traffic.

https://patentscope.wipo.int/search/en/detail.jsf?docId=US346680529

US20220001884 - VEHICLE-MOUNTED PROCESSING DEVICE OF LEARNING-USE DATA

Applicants
TOYOTA JIDOSHA KABUSHIKI KAISHA


1. A vehicle-mounted processing device of learning-use data in which learning of weights of a neural network is performed on a vehicle or at a server outside of the vehicle,
said vehicle-mounted processing device of learning-use data comprising:
a data acquisition unit acquiring data relating to operation of the vehicle,
a neural network storage unit storing a neural network which outputs output values relating to operational control of the vehicle if data which is acquired at the data acquisition unit is input,
a learning-use data storage unit storing learning-use data of weights of the neural network,
a frequency acquisition unit acquiring a frequency of learning of the weights of the neural network on the vehicle or a frequency of transmission of the learning-use data to the server, and
a learning-use data changing unit making an amount of storage per unit time of the learning-use data successively stored in the learning-use data storage unit or an amount of the learning-use data which finishes being stored in the learning-use data storage unit decrease if the frequency of learning of the weights of the neural network on the vehicle or the frequency of transmission of the learning-use data to the server becomes lower.