A comprehensive web-based platform that combines EEG neurofeedback with home-based cognitive training for children with developmental disabilities. This system enables clinicians to monitor progress remotely while providing engaging, personalized training modules for children.
- EEG Neurofeedback Integration: Real-time brainwave monitoring and feedback
- Cognitive Training Modules: Interactive games targeting attention, memory, reasoning, and problem-solving
- Clinical Dashboard: Remote monitoring and progress tracking for therapists
- Home Training Interface: Child-friendly interface for independent practice
- Progress Analytics: Detailed reports combining EEG data and training performance
- Multi-user Support: Separate interfaces for children, parents, and clinicians
- Frontend: React.js with TypeScript, Material-UI
- Backend: Node.js with Express.js
- Database: MongoDB with Mongoose ODM
- Real-time Communication: Socket.IO
- EEG Integration: Web Serial API for hardware communication
- Data Visualization: Chart.js and D3.js
- Authentication: JWT-based authentication system
cognitive-retraining-platform/
βββ frontend/ # React frontend application
βββ backend/ # Node.js backend API
βββ eeg-integration/ # EEG hardware integration modules
βββ training-modules/ # Cognitive training game modules
βββ docs/ # Documentation and guides
βββ deployment/ # Docker and deployment configurations
- Clone the repository
- Install dependencies:
npm run install-all - Start development servers:
npm run dev - Access the application at
http://localhost:3000
- Children with Developmental Disabilities: Primary users engaging with training modules
- Parents/Caregivers: Monitor child's progress and assist with home training
- Clinicians/Therapists: Professional monitoring, assessment, and treatment planning
- Researchers: Data analysis and treatment effectiveness studies
This project addresses the critical need for accessible, technology-enhanced cognitive rehabilitation by combining cutting-edge neurofeedback technology with engaging, evidence-based training protocols.
Team: Sagar Paul & Contributors
Contact: [email protected]
License: MIT License
