About Workshop

We are pleased to invite you to the hands-on workshop on how to bridge the gap between Neuroscience and Computational Intelligence to design and develop Brain-Computer Interface. This workshop intends to promote standardization of terminologies and technologies for Brain-Computer Interfaces to computational intelligence practitioners and Neuroscience communities. The workshop promotes the utilization of open-source tools such as Google TensorFlow for enhancing community cohesion and BCI standardization.

What:

• Lots of Brain Computer Interface, Code, Models and Hand-on demonstrations with Neurophysiological devices>
• Coffee, Snacks and Lunch
• Talks from experts including Google TensorFlow

When:

Wednesday, June 22th 2022 from 9:30 AM - 3:30 PM

Register here to secure your seat

Where:

Room 401, Level 00, UTS Building 11 (enter via Jones Street entrance)

Who:

• BCI Researchers of all stages (graduate, Ph.D., postdocs, faculties) from the Neuroscience and Computational Intelligence community
• Industry Partners
• Research Partners
• Anyone else who want to learn

Workshop Outline

1. [9:30 AM-10:00 AM] - Coffee & Snacks 
2. [10:00 AM - 10:30 AM] - BCI Introduction and Paradigms
3. [10:40-12:00 PM] - Tensorflow for Machine Learning using Google Colab
4. [12:00 - 12:45 PM] - Lunch
5. [12:50 PM - 1: 50 PM] - Why bridging the gap is needed between Neuroscience and Computational Intelligence ?
   • Examples and Case Studies
   • Processing pipelines
6. [2:00 PM - 3:30 PM] - Applying Machine Learning using TensorFlow to create BCI
   • Standardised metadata and BCI demo
7. [3:30 PM] - Networking and Discussion

(for hands-on setup, please bring your own laptop)

Recommended background

• Basic knowledge about EEG based BCI and machine learning
• Basic knowledge in programming such as Python

Supported by:

Google TensorFlow and ANT Neuro Australia

Got a question :

Please email to Dr Avinash Singh at avinash[dot]singh[AT]uts.edu.au

Organisers:

Expert Speakers

Sponsors: