Bootcamp Tracks
To provide both breadth and hands-on experience, Neuro-Bootcamp is split into two parallel tracks.
Lecture series
The lecture series is an opportunity to hear from top researchers in Neuroscience, their breakthroughs, insights, and burning questions of where do we go next?
Lecture Series will be announced on July 26th.
Stem Track
The STEM track is is for individuals with a computer science background who want to explore AI tools and applications in Neuroscience through the NeuroMatch U.S. Certified Deep Learning course.
*Individuals earn a NeuroMatch Certification at the end
Week 1
The Basics
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Intro to DL academy
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Linear DL
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Multi-layer Perceptrons (MLPs)
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Optimization
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Regularization
Aug 2-6
Week 1
Week 2
Week 2
Doing More with
Fewer Parameters
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Parameter sharing: Convnets and recurrent neural networks (RNNs)
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Attention and Transformers
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Generative models (VAEs & GANs)
Aug 9-13
Week 3
Advanced Methods
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Unsupervised and self-supervised learning
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Basic Reinforcement Learning (RL) ideas
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RL for games
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Finishing Proposals
Week 3
Aug 16-20
STEM Curriculum
LEARN. INNOVATE. DISRUPT.
Neuro-Bootcamp is a specialized curriculum to train a new generation of neuroscientists for disruptive innovation.
Combining lectures by international researchers with hands-on training in advanced machine learning tools we aim to give opportunities for bright students to both explore neuroscience and build a career within the field.
Our Partners
Our Partners are committed to supporting in a new generation of neuroscientists driving disruptive innovating in the industry.
