Time Series Analysis Tools with Applications to Neuroscience - Class 1

Explore time series analysis tools and their applications in neuroscience in this first of three lectures by Cristina Masoller from Universitat Politecnica de Catalunya, Spain. Delivered as part of the School on Nonlinear Dynamics, Complex Networks, Information Theory and Machine Learning in Neuroscience at ICTP-SAIFR, this 56-minute talk introduces fundamental concepts and techniques for analyzing time-dependent data in neural systems. Gain insights into how these tools can be applied to understand complex brain dynamics and neural processes. Delve into the intersection of nonlinear dynamics, complex networks, and information theory as they relate to neuroscientific research.