## The IMI Colloquium Report in July 12, 2023

2023.07.14

Title: Application of Artificial Intelligence Technology to Heart Disease

Speaker: Takeshi Tohyama

(MD, Ph.D. Assistant professor Center for Advanced Medical Open Innovation, Kyushu University)

Place: IMI Auditorium(W1-D-413) and Live streaming with zoom

Attendance: 36 (Students: 17; Staffs: 18; Other: 1)

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This talk introduced recent research trends on random matrices and deep neural networks in machine learning. In particular, the lecture gave us an overview of such topics, including free probability theory, mean fields theory, NNGP (Neural Network Gaussian Process), and NTK (Neural Tangent Kernel).

We understand that much mathematical knowledge is useful in many attractive research results in this field. And also saw some potential applications of mathematical research