MaxWell Webinar - SpikeInterface, a Unified Framework for Spike Sorting
Автор: MaxWell Biosystems
Загружено: 2026-01-20
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Описание:
Replay from March 25, 2021
Host: Dr. Marie Obien, VP Sales & Marketing at MaxWell Biosystems
Speakers:
Dr. Alessio Buccino, Postdoctoral Fellow at ETH Zürich
Dr. Szilard Sajgo, Application Scientist at MaxWell Biosystems
Dr. Szilárd Sajgó, R&D scientist at MaxWell Biosystems, will:
Explain the basic concept of spike sorting
Highlight how HD-MEAs facilitate reliable spike clustering.
This is followed by Dr. Alessio Buccino, ETH Postdoctoral Fellow in the group of Prof. Hierlemann, who will:
Present SpikeInterface, a Python framework designed to unify preexisting spike sorting technologies into a single codebase and to facilitate straightforward comparison and adoption of different approaches.
Explain how, with a few lines of code, researchers can reproducibly run, compare, and benchmark most modern spike sorting algorithms; pre-process, post-process, and visualize extracellular datasets; validate, curate, and export sorting outputs; and more.
Demonstrate the use of SpikeInterface on real and simulated datasets to reduce the burden of manual curation and to more comprehensively benchmark automated spike sorters.
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