Inferring structure in neural time series data: dynamics and connectivity

• Main Author: Suryadi
• Other Authors: Chew Lock Yue
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Science::Mathematics::Applied mathematics::Complex systems; Science::Biological sciences::Biophysics
• Online Access: https://hdl.handle.net/10356/170411
• Institution: Nanyang Technological University

The ability to derive insights from complex high-dimensional data, such as neural data, is important to improve our understanding of the underlying system. In this thesis, we approach this by studying two aspects of neural data: dynamics and connectivity. First, we analyze the dynamics of the sponta...