Sparse coding with an overcomplete basis set: A strategy employed by V1?
Sparse coding with an overcomplete basis set: A strategy employed by V1? is a scholarly work, published in 1997 in ''Vision Research''. The main subjects of the publication include mathematics, biological system, computer science, artificial intelligence, wavelet, algorithm, neural coding, visual cortex, basis, fluorescence microscope, basis function, linearity, set, Receptive field, code, coding, psychological model, curse of dimensionality, visual perception, and pattern recognition. Here, in addition to describing this work in a more expansive fashion, authors examine the neurobiological implications of sparse coding.