Article

T-SNE visualization of large-scale neural recordings

2016-11-14

Abstract excerpt

Electrophysiology is entering the era of ‘Big Data’. Multiple probes, each with hundreds to thousands of individual electrodes, are now capable of simultaneously recording from many brain regions. The major challenge confronting these new technologies is transforming the raw data into physiologically meaningful signals, i.e. single unit spikes. Sorting the spike events of individual neurons from a spatiotemporally...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 52acdee9-66df-58bc-bf5b-005842e91c7c
DOI: 10.1101/087395

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

T-SNE visualization of large-scale neural recordingsDOI 10.1101/087395Read

A fully automated spike sorting algorithm using t-distributed neighbor embedding and density based clusteringSemantic proximity Read

Low-latency extracellular spike assignment for high-density electrodes at single-neuron resolutionSemantic proximity Read

Optimal inter-electrode distances for maximizing single unit yield per electrode in neural recordingsSemantic proximity Read

Machine learning-based spike sorting reveals how subneuronal concentrations of monomeric Tau cause a loss in excitatory postsynaptic currents in hippocampal neuronsSemantic proximity Read

Estimating the dimensionality of the manifold underlying multi-electrode neural recordingsSemantic proximity Read

A Semi-Automated MEA Spike sorting (SAMS) method for high throughput assessment of cultured neuronsSemantic proximity Read

Visualization of SNPs with t-SNE.Semantic proximity Read

CUSP: Complex Spike Sorting from Multi-electrode Array Recordings with U-net Sequence-to-Sequence PredictionSemantic proximity Read

DBScope: a versatile computational toolbox for the visualization and analysis of sensing data from Deep Brain StimulationSemantic proximity Read

Mithra: An Open-Source and Cross-Platform Visualization Toolbox for Human Intracranial RecordingsSemantic proximity Read

Spike sorting AI agentSemantic proximity Read

Compact Standalone Platform for Neural Recording with Real-Time Spike Sorting and Data LoggingSemantic proximity Read