Function Reference by Module

Local field potentials (LFPs) and population signals

• Signal processing
• Spectral analysis
• Causality measures
• Current source density analysis

Spike trains

• Statistics of spike trains
  • Rate estimation
  • Spike interval statistics
  • Statistics across spike trains

• Correlative measures on spike trains
  • Spike train correlation
  • Spike train dissimilarity
  • Spike train synchrony
• Detection of synchronous spike patterns
  • Cell assembly detection (CAD)
  • Unitary Event Analysis (UE)
  • Analysis of Sequences of Synchronous EvenTs (ASSET)
  • Spike Pattern Detection and Evaluation (SPADE)
  • Cumulant Based Inference of higher-order Correlation (CuBIC)

• Detection of non-stationary processes
• Gaussian-Process Factor Analysis (GPFA)

• Spike train surrogates

• Spike train generation
  • Extract spike times from time series
  • Random spike train processes
  • Coincident spike times generation

LFPs and spike trains (combined)

• Spike-triggered average
• Phase Analysis

Kernels

• Kernels
  • Symmetric kernels
  • Asymmetric kernels
  • Examples

Waveforms

• Waveform features

Alternative data representations

• BinnedSpikeTrain (conversion)

Miscellaneous

• Neo objects utilities
• Utility functions
• Bridge to the pandas library
• Parallel