Week 1:
Biophysics, Plasticity and Neural Recordings

What makes a neurons special? How do we model them mathematically? How do we model synapses and why are they important for neural function? These questions will guide the first part of week 1 at the Imbizo. We will also learn about cutting-edge techniques used for large-scale neural data recording from world experts in patch-clamping techniques and from the NEUROPIXEL project.  

Week 2:
Network Dynamics and Machine Learning

The functioning of the brain is ultimately an emergent phenomenon; a result of the complex interactions between billions of neurons. In week two we will learn how to model and analyse these dynamic networks, and how biological trends like Dale's Law make understanding these system more difficult and fascinating. We will also learn what the modern field of machine learning can teach us about learning in network architectures and how these artificial systems are similar and different to biological neural systems.

Week 3:
Higher Level Function, Motor Control & Decision Making

Week three will try to bridge the gap from what we have learnt about the biology and dynamics of brains to what we observe in behaviour. We will also explore how the phenomenon of spiking in neural networks makes implementing some of the ML algorithms and dynamics from week two a lot more challenging. We will also learn about cutting-edge research in brain-computer interfacing and what this is revealing about how brains work. 

I am a resident of Cape Town, do I need to pay the full fee?

A key aim of this school is to foster close colaboration and comaraderie between students, teaching assistants and faculty. Students will be working hard on their projects and taking part in many social activities with each other and the faculty. For this reason, all students will be required to stay in the student accommodation, attend all meals and activities etc. This also means costs are essentially the same for all students. Note though that bursaries and travel grants will be provided to as many students as possible, on a basis of need and merit. In your application, specify what financial contribution you can make and be sure to request financial assistance where asked.

I am an alumni of a previous Imbizo. Can I still access the school materials?

Yes. Follow the relevant link below for your year and use the password you were provided with.

2017

2018

2019

I already have a PhD in computational neuroscience / machine learning. Should I apply?

This school will be most beneficial for postgraduate students and postdocs who want to fast track their education in the quantitative aspects of neuroscience. If you already have a strong background in Computational Neuroscience or Machine Learning, perhaps you would be better suited as a Teaching Assistant? Teaching Assistant applications are closed, but please come back and check in for next year.