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Future development of waveforms #829

@JuliaSprenger

Description

@JuliaSprenger

As initialized in #457, the current handling of waveforms within the Neo framework is non ideal due to multiple reasons

  • unintuitive dimensionality in comparison to AnalogSignals
  • bad performance for large datasets / no lazy option here

Suggested changes are:

  • Detach the representation of waveforms from Spiketrains and represent these as separate, more performance oriented object.
  • Use the array_annotation mechansims for waveform handling. Potentially there is also a lazy handling of numpy arrays possible here?
  • More ideas?

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