Tag time-frequency analysis

Colorful image of brain with brainwaves

What Are Brain Waves?

Unlock the mysteries of your mind by understanding neural oscillations, the rhythmic patterns of brain activity that influence everything from deep sleep to focused attention. Discover the different brainwave frequencies and how these fascinating electrical signals shape our consciousness and cognitive abilities.

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EEG SSVEP Classifier [The Basics]

Steady-State Visually Evoked Potentials (SSVEPs) are brain signals that synchronize with flickering visual stimuli, making them a popular and reliable tool for Brain-Computer Interfaces (BCIs). By detecting which flickering frequency matches a user's neural activity, SSVEP-based BCIs can enable control over external systems with high accuracy and minimal training. This post delves into SSVEPs, illustrating their application with examples of online and offline classifiers developed using the Mentalab Explore system, freely available for researchers to build upon.