A fully automated approach to spike sorting
Understanding the detailed dynamics of neuronal networks will require the simultaneous
measurement of spike trains from hundreds of neurons (or more). Currently, approaches to …
measurement of spike trains from hundreds of neurons (or more). Currently, approaches to …
SpikeForest, reproducible web-facing ground-truth validation of automated neural spike sorters
J Magland, JJ Jun, E Lovero, AJ Morley, CL Hurwitz… - Elife, 2020 - elifesciences.org
Spike sorting is a crucial step in electrophysiological studies of neuronal activity. While many
spike sorting packages are available, there is little consensus about which are most …
spike sorting packages are available, there is little consensus about which are most …
Quality metrics to accompany spike sorting of extracellular signals
Studies of neuronal activity throughout the brain predominantly rely on extracellular
recordings of spiking activity. These records often contain action potentials from more than …
recordings of spiking activity. These records often contain action potentials from more than …
[HTML][HTML] Continuing progress of spike sorting in the era of big data
Highlights•Novel devices are posing challenges to existing spike sorting pipelines.•Spike
sorting methodology is expanding to handle thousands to millions of neurons.•Multi-stage …
sorting methodology is expanding to handle thousands to millions of neurons.•Multi-stage …
Mearec: a fast and customizable testbench simulator for ground-truth extracellular spiking activity
AP Buccino, GT Einevoll - Neuroinformatics, 2021 - Springer
When recording neural activity from extracellular electrodes, both in vivo and in vitro, spike
sorting is a required and very important processing step that allows for identification of single …
sorting is a required and very important processing step that allows for identification of single …
A spike sorting toolbox for up to thousands of electrodes validated with ground truth recordings in vitro and in vivo
P Yger, GLB Spampinato, E Esposito, B Lefebvre… - Elife, 2018 - elifesciences.org
In recent years, multielectrode arrays and large silicon probes have been developed to
record simultaneously between hundreds and thousands of electrodes packed with a high …
record simultaneously between hundreds and thousands of electrodes packed with a high …
Solving the spike sorting problem with Kilosort
Spike sorting is the computational process of extracting the firing times of single neurons
from recordings of local electrical fields. This is an important but hard problem in …
from recordings of local electrical fields. This is an important but hard problem in …
[HTML][HTML] Past, present and future of spike sorting techniques
HG Rey, C Pedreira, RQ Quiroga - Brain research bulletin, 2015 - Elsevier
Spike sorting is a crucial step to extract information from extracellular recordings. With new
recording opportunities provided by the development of new electrodes that allow …
recording opportunities provided by the development of new electrodes that allow …
[HTML][HTML] How many neurons can we see with current spike sorting algorithms?
Recent studies highlighted the disagreement between the typical number of neurons
observed with extracellular recordings and the ones to be expected based on anatomical …
observed with extracellular recordings and the ones to be expected based on anatomical …
Spike sorting with Kilosort4
Spike sorting is the computational process of extracting the firing times of single neurons
from recordings of local electrical fields. This is an important but hard problem in …
from recordings of local electrical fields. This is an important but hard problem in …