Our NeuroSense project addresses several critical challenges for people with limb disabilities:

Problem:
Traditional prosthetic arms lack intuitive control mechanisms and require complex physical movements or button presses that feel unnatural to users.
Solution: NeuroSense enables direct brain-to-prosthetic communication through EEG-based motor imagery classification, allowing users to control prosthetic arms simply by thinking about specific movements.
Key Benefits:

Intuitive Control: Users control the prosthetic by imagining left hand, right hand, or rest states - no complex training needed
Real-time Response: The system processes brain signals and translates them into immediate prosthetic actions (hand opening/closing, wrist rotation)
Non-invasive: Uses EEG sensors rather than requiring surgical implants
Accessibility: Makes advanced prosthetic control available to more people at lower cost and risk

Specific Use Cases:

People with upper limb amputations can regain natural-feeling control over prosthetic hands
Individuals with motor disabilities can operate assistive devices through thought alone
Rehabilitation patients can practice motor imagery to aid neural recovery