The N*T matrix representing the chemosensory stimulus is fed into a one-dimensional convolutional layer followed by a Rectified Linear Unit (ReLU) activation function. The resulting output is then concatenated with the output of the second upsampling layer.

The-chemosensory-stimulus-a-NT-matrix-where-T-is-the-number-of-time-points-of-sensory-input-is-passed-to-a-1D-convolutional-layer-and-a-ReLU-and-then-concatenated-to-the-output-of-the-second-upsampling-layernrewrite-to-paper-format

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