Abstract: An analysis apparatus for ADHD is suitable for receiving a plurality of sensing data from a subject. The analysis apparatus comprises a plurality of first stage processing units, a combinator, and a second stage processing unit. Each of the first stage processing units performs a first DNN processing for the sensing data respectively, such that a plurality of first learning results are generated. The first learning results are combined by the combinator into a combination data. The second stage processing unit performs a second DNN processing for the combination data to generate an analysis result.

Abstract: An analysis apparatus for ADHD is suitable for receiving a plurality of sensing data from a subject. The analysis apparatus comprises a plurality of first stage processing units, a combinator, and a second stage processing unit. Each of the first stage processing units performs a first DNN processing for the sensing data respectively, such that a plurality of first learning results are generated. The first learning results are combined by the combinator into a combination data. The second stage processing unit performs a second DNN processing for the combination data to generate an analysis result.

Abstract: A system for concussion assessment, comprises a head mounted display and a remote AI host. The head mounted display is disposed for displaying at least one test image to a user and obtain a plurality of physiological data from the user. The remote AI host communicates with the head mounted display through a first network connection, so as to obtain a concussion assessment result according to the plurality of physiological data.

Abstract: A jitter-based transmission control method is disclosed. In the jitter-based transmission control method, several packets are sent applying a current congestion window size by at least one sender device through a network switch device. An immediate jitter ratio of the network switch device is calculated by the sender device. An average jitter ratio of the network switch device is updated by the sender device according to the immediate jitter ratio and the current congestion window size. The current congestion window size is reduced when the immediate jitter ratio or the updated average jitter ratio is positive and larger than a queued threshold over the current congestion window size, such that the packets are sent applying the reduced current congestion window size.

Abstract: A method for classifying email includes receiving an email. Several recipient email accounts of the email are extracted. Several email feature values of the email are generated according to the recipient email accounts. A classification algorithm is utilized to classify the email as an official email or a private email according to the email feature values of the email.

Abstract: A jitter-based transmission control method is disclosed. In the jitter-based transmission control method, several packets are sent applying a current congestion window size by at least one sender device through a network switch device. An immediate jitter ratio of the network switch device is calculated by the sender device. An average jitter ratio of the network switch device is updated by the sender device according to the immediate jitter ratio and the current congestion window size. The current congestion window size is reduced when the immediate jitter ratio or the updated average jitter ratio is positive and larger than a queued threshold over the current congestion window size, such that the packets are sent applying the reduced current congestion window size.

Abstract: A method for classifying email includes receiving an email. Several recipient email accounts of the email are extracted. Several email feature values of the email are generated according to the recipient email accounts. A classification algorithm is utilized to classify the email as an official email or a private email according to the email feature values of the email.