EEG-Notebooks is a Python-based library developed by the NeuroTechX community for running cognitive neuroscience experiments with low-cost mobile EEG devices. It is intended as a tool for research, medical applications, and education - with the goal of making cognitive neuroscience and neurotechnolo…

@John_Griffiths @mhough Sad to see no response, but I still would like to know more. How machine learning and data alalyzes algorithms are supposed to use? Are those supposed to be completely independent tools? Or it should be sort of mediator between research paradigms and already existed analysis…

Hi @PilyuginaNina , We are reaching out to the mentors of this project and hopefully they will reply soon. Thanks, Arnab

Hi PilyuginaNina. Thanks for your interest! As to your Qs: Whose ERP platform will be used? If by platform, you mean software: eeg-notebooks is the platform. If you mean hardware: we have mostly been working with Muse and OpenBCI devices, but eeg-notebooks supports several devices (see the docu…

@John_Griffiths thank you for your response. So as I understand, you would like to implement new functions base on existed packages not on developing it form the scratch? Are there any specific functions you are planning to implement in the first place? There are mostlyevoked response examples no…

If from scratch you mean implementing new statistical analysis methods in pure numpy, no we are not looking to do that. The main focus of the project, as described in the ad, will be porting over the experiments from ERP core into our psychopy-based experiment format. Thanks for spotting the issue…

@John_Griffiths @mhough Hello, I am Sumalyo, Electronics and Communication Engineering undergrad (3rd year), I am into Neural Signal Processing and EEG data analysis using classical techniques and deep learning methods. (I code in Python mostly with some experience in OpenBCI MNEand PsychoPy. I occ…

Looks like a great project! I’ll be checking it out - thanks.

Hey @John_Griffiths @mhough , My name is Nina. I am very interested in this project and would like to apply for this project in GSoC! A short self-intro - I am currently a master student majored in human centered AI, my study interests are cognitive modeling and machine learning. I graduated from …

Good Afternoon @John_Griffiths and @mhough My name is Andrew Ude. In short, I am a 3rd year PhD student at Rutgers University using ERPs to assess cognitive changes associated with exercise and physical activity in depressed/anxious populations. As you can imagine, mobile, efficient and consolidate…

Hello @John_Griffiths and @mhough , My name is Geoffrey Lizar, and I am a graduating undergrad at UCSD, currently working with Dr. Seana Coulson to analyze ERP data in EEGLab/ERPLab. I have written automated scripts to do artifact rejection and signal averaging using this software, and I have also b…

GSoC 2021 Project Idea 22.1: Cognitive Neuroscience Experiments with Mobile EEG Neurotechnology

GSoC

John_Griffiths April 2, 2022, 2:11pm 23

A quick note to people who expressed interest in this project last year - we are listing it again this year

Applications open now until April 14th!

Best,