TIGP (SNHCC) -- Hardware-Oriented Memory-Limited Online Artifact Subspace Reconstruction (HMO-ASR) for EEG Signal Processing
- LecturerProf. Lan-Da Van (Department of Computer Science, National Yang Ming Chiao Tung University)
Host: TIGP (SNHCC) - Time2024-04-08 (Mon.) 14:00 ~ 16:00
- LocationAuditorium 106 at IIS new Building
Abstract
In this talk, a hardware-oriented memory-limited online artifact subspace reconstruction (HMO-ASR) algorithm for EEG signal processing is presented. The proposed algorithm is composed of three schemes: 1) Two-level window-based preprocessing, 2) iterative mean, standard deviation, covariance, matrix update, and 3) early eigenvector matrix determination. The FPGA implementation results valid our design concepts.