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Add instructions of preprocessing V1-dataset
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realwsq committed Nov 23, 2021
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Expand Up @@ -37,6 +37,7 @@ One spike train recordings for training, saved in the form of numpy array with s
And similarly, one video data + one spike train recordings for validating/ testing.

You can either use your own dataset, or download the dataset we used (V1-dataset) from https://crcns.org/data-sets/vc/pvc-11/about.
If you want to use V1-dataset, please follow the instructions of the website and refer to the pre-processing steps described in our paper.

If you are testing a different dataset, you may also want to tailor the CNN that pre-processes the video according to the input.
Once a different video or CNN is used, one have to specify the `input_latent_size`, it's the size of the flattened output of CNN, also the input size of the recurrent network.
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