Inferring structure in neural time series data: dynamics and connectivity

• المؤلف الرئيسي: Suryadi
• مؤلفون آخرون: Chew Lock Yue
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Science::Mathematics::Applied mathematics::Complex systems; Science::Biological sciences::Biophysics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170411

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...