Abstract: Sparse samples that maximize the detection of known deterministic signals in autoregressive Gaussian noise of order 1 can be precisely determined using dynamic programming. This study ...
Abstract: Fast learning remains a fundamental challenge in deep learning. Inspired by the biological insect olfactory system, we study fast learning in a model with structured random connectivity, ...