12 citations · 17 across the 4 of their papers we have counts for
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cs.LG2013★ 4 cited
Sparse, complex-valued representations of natural sounds learned with phase and amplitude continuity priors
Wiktor Mlynarski
Complex-valued sparse coding is a data representation which employs a dictionary of two-dimensional subspaces, while imposing a sparse, factorial prior on complex amplitudes. When…
q-bio.NC2013★ 12 cited
Efficient coding of spectrotemporal binaural sounds leads to emergence of the auditory space representation
Wiktor Mlynarski
To date a number of studies have shown that receptive field shapes of early sensory neurons can be reproduced by optimizing coding efficiency of natural stimulus ensembles. A still…