Nature

Sparse, decorrelated odor coding in the mushroom body enhances learned odor discrimination

Sparse coding may be a general strategy of neural systems for augmenting memory capacity. In Drosophila melanogaster, sparse odor coding by the Kenyon cells of the mushroom body is thought to generate ...
IEEE

One Dictionary vs. Two Dictionaries in Sparse Coding Based Denoising

Abstract: As a promising technique, sparse coding can be widely used for representation, compression, denoising and separation of signals. This technique has been introduced into noisy speech ...
NextBigFuture

Google, Baidu, Dwave Systems focused on Sparse Coding for more accurate image classification and unsupervised feature learning

Sparse coding is a hot area in the field of Deep Learning. Deep learning and sparse coding appears highly promising for increasing the accuracy of image classification and it enables a system to look ...
IEEE

Semi-Tensor Sparse Vector Coding for Short-Packet URLLC with Low Storage Overhead

Abstract: Sparse vector coding (SVC) is a promising short-packet transmission method for ultra reliable low latency communication (URLLC) in next generation mobile communication systems. However, the ...