Machine learning for neural decoding

Understand

Despite rapid advances in machine learning tools, the majority of neural decoding approaches still use traditional methods.

• Modern machine learning tools, which are versatile and easy to use, have the potential to significantly improve decoding performance.
• This tutorial describes how to effectively apply these algorithms for typical decoding problems.
• We provide descriptions, best practices, and code for applying common machine learning methods, including neural networks and gradient boosting.