NeuroFusion
{"type": "project", "title": "NeuroFusion", "logoImg": "bafkreigucpgjwhow2cvpif6mko7xrir2r552lwrqbz6y74ziupihloygdm", "website": "https://usefusion.ai/research", "bannerImg": "bafkreibxnevgwt3bbnyov2utyg6d2gbovriw3hhi7o54hd6k3ccfex2k6a", "createdAt": 1721177482091, "userGithub": "orehga", "credentials": {"github": {"type": ["VerifiableCredential"], "proof": {"jws": "eyJhbGciOiJFZERTQSIsImNyaXQiOlsiYjY0Il0sImI2NCI6ZmFsc2V9..3ot3df3PipgCwWEy30dbPBgE2OdTr6U3WDPUcEGbgIzHYgJBRQ6LEBEX0r2asDorlFgE_iRPQjKE5s061mYyDg", "type": "Ed25519Signature2018", "created": "2024-07-17T14:42:22.215Z", "proofPurpose": "assertionMethod", "verificationMethod": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC#z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC"}, "issuer": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC", "@context": ["https://www.w3.org/2018/credentials/v1"], "issuanceDate": "2024-07-17T14:42:22.215Z", "expirationDate": "2024-10-15T14:42:22.215Z", "credentialSubject": {"id": "did:pkh:eip155:1:0x547b67d30052ee6999e85DDb6e8b28495eA6B5FE", "hash": "v0.0.0:BhTtSrBxqPX8OkPH6zdXISfBx+FOd2b3CXQoojQzFAM=", "@context": [{"hash": "https://schema.org/Text", "provider": "https://schema.org/Text"}], "provider": "ClearTextGithubOrg#NEUROFUSIONInc#13490968"}}}, "description": "NeuroFusion is developing open-source tools for collecting health, behavior, and brain activity data in community settings. Our aim is to create predictive models for cognitive decline and mental health symptoms.\n\nWe began with a [mobile app](https://usefusion.ai) that helps users manage changes in productivity, physical and mental health using personalized prompts. Our [web interface](https://usefusion.ai/research) allows users to record activity data during tasks and validated cognitive experiments. This data is then analyzed to reveal variations in brain activity.\n\t\nWe have since introduced [Quests](https://usefusion.ai/blog/quests), enabling distributed data collection around areas of interest and shared results. We believe that this is a critical piece of infrastructure required to accelerate progress in neurotech & decentralized science.\n\n![Quest Onboarding](https://res.cloudinary.com/og-tech/image/upload/ar_16:9,c_fill,e_sharpen,fl_progressive,g_auto,w_1000/v1721224697/PHOTO-2024-06-06-04-51-33_gdmpgv.jpg)\n\n## Principles\n- Privacy: Local first & user's are anonymous by default. People & not platforms should own their data.\n- Ease of use: Bringing research into people’s daily lives means we have to lower the barrier to entry. You do not need to have a 'science' background to use our tools.\n- Interoperability: Anyone can export their data for analysis and even use our schemas for building their own apps.\n- Working with our doors open: We welcome anyone interested to use our [open source](https://github.com/neurofusioninc) code or reach out to us for collaboration!\n\n## How far along are we?\n- Launched [mobile app](https://usefusion.ai) on Android and iOS for behavior tracking, integrated with Apple Health and Google Fit. Provides personalized summaries from data and actionable suggestions to navigate daily activities.\n- [Web platform](https://usefusion.ai/research) with mobile EEG device integrations for anyone to run cognitive tasks and longitudinal studies. \n- We’re releasing [open datasets](https://huggingface.co/neurofusion) for people to build on: resting state EEG, cold plunges & brain activity, task-based data correlated with brain activity (e.g., screen time combined with EEG to understand neural correlates of context switching).\n- Validation & Feedback at pop-up cities: investigating the [effects of coldplunges at ZuConnect](https://usefusion.ai/blog/cold-plunge-impact), understanding cognitive workload during chess at Edge Esmeralda\n\n![NeuroFusion EEG/Chess - Edge Esmeralda](https://res.cloudinary.com/og-tech/image/upload/ar_1:1,c_fill,fl_advanced_downscale.progressive,g_auto,w_1000/v1721224716/IMG_9807_uip4ne.jpg)\n\n![topograph](https://res.cloudinary.com/og-tech/image/upload/v1721226715/Screenshot_2024-07-17_at_7.31.31_AM_u0iwqv.png)\n\n\n## Roadmap\n- Use NeuroFusion’s tools for group studies with communities around areas of interest - validating interventions, investigating neural dynamics during task processing!\n- Allowing anyone do brain recordings on their mobile phone with automatic analysis afterwards\n- Support for [closed loop experiments](https://github.com/NEUROFUSIONInc/fusion/issues?q=is%3Aissue+is%3Aopen+interactive) – being able to make decisions based on changes in people’s brain waves. e.g playing music based on your brainwaves to elicit certain brain states.\n- Developing a foundational model for brain activity that can easily generalize to a new person. [Started work on this](https://github.com/neurosity/EEG-GPT)\n- More data integrations & modalities to improve model predictions : passive productivity data - screen time, calendar, music [Github](https://github.com/NEUROFUSIONInc/fusion/issues?q=is%3Aissue+is%3Aopen+integrations)\n\n\n## Build with us!\nJoin our [discord](https://discord.gg/ndcf3b5cyU) with 70+ other people interested in brain and behavior research! Here’s how to get involved:\n- Give feedback on active features in development\n- Join our network of research participants, [link](https://docs.google.com/forms/d/1xYHSMapg8eqzw7No13qdAMTYdvW4d4EECW5XUKZcs0k/edit).\n- Come [write code with us!](https://github.com/NEUROFUSIONInc/fusion/issues)\n", "logoImgData": {}, "bannerImgData": {}, "projectGithub": "NEUROFUSIONInc", "projectTwitter": "usefusionapp"}