The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods

<table>Abrupt upward “steps” (1) and (2) in the horizontal (blue or uppermost) and torsional (red or lowest) signals are obviously rapid voluntary eye movements (saccades) which would distort the slow phase velocities of two nystagmus beats.</table>

Advances in Artificial Neural Systems

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Figure 3

Figure 3: The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods 