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Framework for automated sorting of neural spikes from Neuralynx-acquired tetrode recordings in freely-moving mice.

Joshua J StrohlJoseph T GallagherPedro N GómezJoshua M GlynnPatricio T Huerta
Published in: Bioelectronic medicine (2021)
We have efficiently integrated the MountainSort spike sorter with Neuralynx-acquired neural recordings. Our framework is easy to implement and provides a high-throughput solution. We predict that within the broad field of bioelectronic medicine, those teams that incorporate high-density neural recording devices to their armamentarium might find our framework quite valuable as they expand their analytical footprint.
Keyphrases
  • high throughput
  • high density
  • machine learning
  • single cell
  • deep learning
  • type diabetes
  • high fat diet induced
  • adipose tissue
  • mass spectrometry
  • skeletal muscle
  • insulin resistance