Regression-Based Identification of Behavior-Encoding Neurons During Large-Scale Optical Imaging of Neural Activity at Cellular Resolution

@inproceedings{Miri2011RegressionBasedIO,
  title={Regression-Based Identification of Behavior-Encoding Neurons During Large-Scale Optical Imaging of Neural Activity at Cellular Resolution},
  author={Andrew Miri and Kayvon Daie and Rebecca D. Burdine and Emre R F Aksay and David W. Tank},
  booktitle={Journal of neurophysiology},
  year={2011}
}
The advent of methods for optical imaging of large-scale neural activity at cellular resolution in behaving animals presents the problem of identifying behavior-encoding cells within the resulting image time series. Rapid and precise identification of cells with particular neural encoding would facilitate targeted activity measurements and perturbations useful in characterizing the operating principles of neural circuits. Here we report a regression-based approach to semiautomatically identify… CONTINUE READING
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