Spike detection using spikenet1

[Edouard2laire]

Hello,

This PR add process to call spikenet1 for interictal spike detection from scalp EEG.
The PR is not ready for merging.

Todo:

• Download model weight automatically
• Thresdhold probabilty and create event automatically
• Use GPU when possible
• Clean code
• interface spikenet1 / spikenet2
• Better inegrate to the interface

[tmedani]

Hi @Edouard2laire

This is great. Thanks for initiating this work and for the PR.

I've heard about SpikeNet, but I've never had a chance to dive into it.

It also seems that there's a SpikeNet2. Is there a significant difference between the two? Have you had a chance to check it out?

[Edouard2laire]

hi.

we wanted to use spikenet2 but were not able to find the weight of the model online. We tried to contact the author, without success so far :)

Actually it seems it was uploaded last week: bdsp-core/SpikeNet2@12b1bf5

we might give it another try. Maybe i can make the process such that we can choose between the two models