SURF Mentoring

Potential projects/topics: Neuroscience-inspired AI (spiking neural networks or predictive coding networks); generative AI models; causal inference; or machine learning theory.

Potential skills gained: Python, PyTorch, machine learning, linear algebra

Required qualifications: Some knowledge Python is required; knowledge of linear algebra / probability is preferred but not necessary.

Direct mentor: Graduate Student

Student Project Titles List

Deep Polynomial Spiking Neural Networks