Neurohackathon

	A	B	C	D	E	F	G	H	I
1	Project Name	Team Members	Project Description	Project demo / Code	Challenge ("Open" or "Model")	Did you use RAG?	Video	Twitter accounts	@dropdown

2	Foundation Model Benchmark	Jeremy Nixon, Ashish Sardana, Guille Valle	Trained an autoregressive transformer on Neurosity data	https://github.com/JeremyNixon/neurosity	Model	No		@ashishsardana21, @jvnixon
3	Thoughtful Tinder	Priyanka Sundhar, Hunter Casbeer	Measuring attractiveness based on EEG waves	https://github.com/spacexengineer/hotOrNotNeurosity/tree/master
4	Thinkinboutu	Ankit Sanghvi	Shows you pictures of who you're missing and auto-email them	https://github.com/sanghvian/thinkinboutu	Open		https://www.loom.com/share/1668732244e442f3a3cf64f1054633dd?sid=16238f1d-0c9b-4cb1-bbd6-c57a85762489	@sanghvian
5	The Smiling Game	Adam Cohen Hille, Rohan Prakash, Raj Reddy,	A Unity based Futuristic flying car game, controlled with your SMILE	https://github.com/adamcohenhillel/neuroGame	Open	No	https://www.youtube.com/watch?v=40lqHmINVi4	@adamcohenhillel , @rohanp3425 , @Reddy_XX
6	Ouija: God-View for your Brain	Eros Marcello, Ernest Yueng	A Multimodal AI-native application that ingests, analyzes and aggregates your static + time-constant neurophysiological data in real-time to actualize granular insights into your brains health, wellness and functioning.	https://shorturl.at/oyQSZ	Open	Sort of	https://youtu.be/ioDNKShuZ-U?feature=shared
7	Brainwaves Wallpaper	Kajari Ghosh	Just visualize your brainwaves on a cool dark background	https://www.loom.com/share/46e3adbb862f4284aef1fac93735a5c2?sid=ed73a7ae-8baf-47a9-8464-8d11878ac577	Open	No		@ghoshkaj
8	Mind Focus Pro: Pomodoro	Alan Helmick, Natalie Pan	Building Focus LLM & Personalized LLM via Pomodoro. We capture all 4 forms of output using an api server that interacts with the Neurosity headset and with our React app to marker moments and then store it in VectorDB using Unstructured.io to create RAG usable data for regressive statistical analysis to improve performance, focus and task managment skills using python, react, js, MongoDB, OpenAI, & sciphi.ai. This app keeps you laser focused on your work, with Candy Crushesue dopamine releases and memory consolidation moment breaks, all timed and encouraged, by your personal LLM focus and well being trainer who knows when you need harder tasks and when you want easy ones, by how your brains works.	https://github.com/nataliepan/neurosity-pomodoro	Open & Model	Yes	https://www.youtube.com/watch?v=CjMBh107-10	Backend Video: https://youtu.be/Uavl1uV_UZA
9	Neurofeedback Recommendation Algorithm	Campbell Belden	Recommendation algorithm based on neurofeedback and facial expression		Open	No		@theRealCampbell
10	Addiction Prediction	Vikranth	Nicotine addiction detection prevention		Open
11	BrainScratch	Chris Beaudoin, Kael Adair	Identiffy lapses in focus during lectures to generate personalized recaps	https://pitch.com/v/brainscratch-6i7jr7	Open	Yes	https://www.loom.com/share/1e958707ca8448b9998f647ce14e3d0a?sid=9c8de7ff-ab2a-47a6-91c8-5490fac0e51e	https://twitter.com/kaeladair (@kaeladair), @chris_beauds
12	FocusMe	Jason, Justine, Ludo, Oleg	Enhancing online lectures by tracking focus and a mobile app to gameify study sessions	https://docs.google.com/presentation/d/1phf8ZwrrQwxXdPsYMlAW3R-Waz039yuKl41B-sv6xV4/edit#slide=id.p	Open	No but we will
13	NeuroLex	Salim Masmoudi	Exploring Joint-Embeddings for EEG to Speech	https://github.com/masmedim/neurolex		On very small dataset
14	Brain Art	Miles Wiesenthal	Abstract Neural Representation in Art and Interprative Dance Performance	https://github.com/wiesenthal/neurosity-react-web-starter	Open	No		@gardening_gnome
15	The Foundation Model	Evan Pierce, Cameron Lund, Guillermo Valle, Clarence Chen, York Westenhaver, William Daugherty-Miller, Rashi Abramson	Applying Timeseries Prediction Methods to Build and Apply a Neurosity Foundation Model	https://github.com/agi-eeg-hack	Model			guillefix
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