Articles tagged with dimensional reduction

  1. Dimensional Reduction Through The Principle Of Reconstruction

    Dimensional Reduction

    Dimensional reduction is the process of assigning high-dimensional stimuli to locations in a lower-dimensional space in such a way that the relations between the high-dimensional stimuli are recreated or preserved by their low-dimensional analogs. It is a process that has many applications, including information compression, noise attenuation, the …