Code Monkey home page Code Monkey logo

neurotech-course's Introduction

CS 198-96: Introduction to Neurotechnology (Fall 2020)

Welcome to CS 198-96: Intro to Neurotechnology! This course is run by the Education branch of Neurotechnology @ Berkeley.

Meet the Team

Module 1: The Big Picture

Section 1: What is neurotechnology?

  • Lesson 1: Neuroimaging (slides) (video)
  • Lesson 2: Neuromodulation/Neurostimulation
  • Lesson 3: Brain-Computer Interfaces

Section 2: Why neurotechnology?

Section 3: Technologies and Key Players

  • Lesson 8: Electroencephalography (EEG)
  • Lesson 9: Electromyography (EMG)
  • Lesson 10: Magnetic Imaging
  • Lesson 11: Invasive Approaches

Section 4: Challenges

  • Lesson #12: Bandwidth
  • Lesson 13: Implantation
  • Lesson 14: Neuroscience knowledge gaps
  • Lesson 15: Public Skepticism and Ethics

Module 2: Neuroscience

Section 1: Neuroscience Systems

Section 2: The Action Potential

Section 3: Sensory Systems

Section 4: Motor Systems

Module 3: Working with fMRI Data

Section 1: Overview/Biological Basis of fMRI

Section 2: Intro to fMRI Data

  • Lesson 5: What is fMRI Data? (slides) (video)
    • Lesson 5 Notebook: Open In Colab
  • Lessons 6: fMRI Dataset Pre-processing and Visualization (slides) (video)
    • Lesson 6.1 Notebook: Open In Colab
    • Lesson 6.2 Notebook: Open In Colab

Section 3: Analyzing fMRI Data

  • Lesson 9: Signals Primer
    • Lesson 9 Notebook: Open In Colab
  • Lesson 10: Single Voxel Modeling
    • Lesson 10 Notebook: Open In Colab

Module 4: Working with EEG Data

Section 1: What is EEG?

Section 2: EEG Signal Processing

Section 3: Data Analysis in Python

  • Lesson 9: EEG Tools and Datasets (video)
  • Lesson 10: ERP Experiments (video)
    • Lesson 9 & 10 Notebook: Open In Colab

Spring 2020 Lectures

neurotech-course's People

Contributors

lambdaloop avatar devennavani avatar jdpigeon avatar amy-wang58 avatar deepakpadamata avatar qiqing-li avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.