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Question about Independent Component Analysis sorting options #3578

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Djoels opened this issue Dec 12, 2024 · 0 comments
Open

Question about Independent Component Analysis sorting options #3578

Djoels opened this issue Dec 12, 2024 · 0 comments
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question General question regarding SI

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@Djoels
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Djoels commented Dec 12, 2024

I recently stumbled upon a 2018 ICA spike sorting paper by @alejoe91 and others, and was wondering: is there any reason why ICA options are not part of SpikeInterface?

Could one deduce that spike sorting is a domain adapted form of ICA which uses the notion of templates and domain-specific constraints and quality metrics to its advantage, where ICA is more generically concerned with untangling signals from multiple sources (such as audio signals, which don't have such constraints like inter spike intervals)?

@zm711 zm711 added the question General question regarding SI label Dec 12, 2024
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