Fig. 9 | Scientific Reports

Fig. 9

From: Multichannel convolutional transformer for detecting mental disorders using electroancephalogrpahy records

Fig. 9

Fusion block diagram. This Diagram shows the elements that constitute the Fusion block. Latent vectors \(z_i\), which are the pooled sequence from the sequence pooling block, are first fused using the element-wise product. Then the global latent vector \(Z = z_1 \odot \dots \odot z_{i} \odot \dots \odot z_c\) is passed through a multihead-attention layer and a global averaging pooling layer.

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