mctc4bmi

MCTC4BMI (Multimodal Compressed Sensing and Tensor Decomposition for Brain-Machine Interfaces) is a MATLAB toolbox designed to process and analyze EEG data. It applies compressed sensing and tensor decomposition techniques to improve brain-machine interface (BMI) performance.

Features

Implements compressed sensing techniques to reduce data dimensionality
Uses tensor decomposition for analyzing multi-channel EEG data
Designed specifically for real-time brain-machine interface applications
Supports multimodal data integration for more robust predictions
Offers various preprocessing tools for EEG signals
Integrates seamlessly with existing BMI frameworks

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

MATLAB

Related Categories

MATLAB Machine Learning Software

Registered

2024-10-14

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mctc4bmi

Matrix and Tensor Completion for Background Model Initialization

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Additional Project Details

Operating Systems

Programming Language

Related Categories

Registered