Realtek Semiconductor Inc.

Min-Yen Hsieh

Kai-Ting Shr

Chia-Wei Yu

A memory control circuit includes a plurality of main terminal circuits, a monitoring unit, an arithmetic unit, and a memory controller. The main terminal circuits output a plurality of control commands. The monitoring unit generates an operation record based on each of the control commands. The arithmetic unit includes a recurrent neural network module. The arithmetic unit generates a corresponding first feature vector based on the operation record and generates a plurality of second feature vectors based on the first feature vectors corresponding to a plurality of candidate combinations. The recurrent neural network module obtains estimated efficiency information based on the second feature vectors and selects a candidate combination corresponding to one piece of the estimated efficiency information as a selected main terminal combination. The memory controller is configured to execute the control command corresponding to each main terminal circuit in the selected main terminal combination for a memory.

Memory control circuit and memory control method

The present invention provides a data transmission system and resource allocation method thereof. The data transmission system is configured to: retrieve master device resource information and slave device performance information; based on a neural network model, determine at least one arbiter setting parameter according to the master device resource information and the slave device performance information; and determine resource allocation setting of at least one master device according to the at least one arbiter setting parameter.

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Hsinchu, Taiwan

Min-Yen Hsieh