Predictive ensemble decoding of acoustical features explains context-dependent receptive fields

HIGHLIGHTS

  • who: Bayesian and colleagues from the Department of Electrical Engineering, Columbia University, New York, New York , have published the research work: Predictive Ensemble Decoding of Acoustical Features Explains Context-Dependent Receptive Fields, in the Journal: (JOURNAL)
  • what: The aim of this work is to introduce new methods to investigate the characteristics of this stable selectivity in auditory neuronal data. The authors show that the predictive fields (PFs) learned from the statistics of speech are highly similar to neurons' actual decoding filters and that explaining away plays a crucial role in recovering a diverse set of . . .

     

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