Program Highlights:
- Ongoing 1-on-1 mentorship with experts in computational neuroscience
- Flexibility to focus on individual areas of interest within neuroscience
- Development of broadly applicable computational and analytical skills
- Opportunities to engage with the wider neuroscientific community
- Hands-on experience with versatile computational tools in neuroscience
Example Weekly Schedule:
Week 1: Program Orientation and Foundations of Computational Neuroscience
- Introduction to mentors and fellow participants
- Overview of computational neuroscience and its applications
- Introduction to key mathematical concepts (differential equations, linear algebra)
- Setting individual and group project goals
- Initial 1-on-1 mentorship meetings
Week 2: Neural Modeling Fundamentals
- Introduction to single-neuron models (e.g., Hodgkin-Huxley, integrate-and-fire)
- Computational tools for neural simulation (e.g., NEURON, Brian)
- Ethical considerations in neuroscience research
- Begin conceptualizing individual research projects
Week 3: Network Dynamics and Synaptic Plasticity
- Modeling neural networks and population dynamics
- Synaptic plasticity and learning algorithms
- Data analysis techniques for neural recordings
- Regular mentorship meetings and project development
Week 4: Information Processing in Neural Systems
- Neural coding and decoding algorithms
- Signal processing techniques for neuroscience
- Guest lecture on recent advancements in computational neuroscience
- Workshop on scientific writing and presenting neuroscientific research
Week 5: Brain-Computer Interfaces and Neural Engineering
- Principles of brain-computer interfaces
- Computational approaches to neural prosthetics
- Hands-on session with BCI simulation software
- Mid-program project presentations and feedback sessions
Week 6: Computational Cognitive Neuroscience
- Modeling cognitive processes (e.g., decision-making, memory)
- Bayesian approaches in neuroscience
- Virtual tour of a neuroscience research lab
- Continued work on individual projects with mentor guidance
Week 7: Neurological Disorders and Computational Psychiatry
- Computational models of neurological and psychiatric disorders
- Data-driven approaches to understanding brain disorders
- Guest panel with clinicians and computational neuroscientists
- Preparation for final project presentations
Week 8: Future of Computational Neuroscience and Project Showcase
- Emerging trends in computational neuroscience
- Final touches on individual projects
- Project showcase and presentations to group
- Feedback from a panel of experts from top institutions and research centers
- Reflection on personal growth and future directions in the field
- Award ceremony for outstanding projects and certificate distribution