Europe PMC

Convolutional sparse coding for compressed sensing photoacoustic CT reconstruction with partially known support.

In photoacoustic tomography (PAT), imaging speed is an essential metric that is restricted by the pulse laser repetition rate and the number of channels on the data acquisition card (DAQ).
IEEE

Digital Communications BER Performance in AWGN and Fading (Convolutional Coding)

Abstract: This chapter presents topics in Simulink incorporating convolutional error control coding in an additive white Gaussian noise (AWGN) and fading channel ...
Visual Studio Magazine

Convolutional Neural Networks for MNIST Data Using PyTorch

Dr. James McCaffrey of Microsoft Research details the "Hello World" of image classification: a convolutional neural network (CNN) applied to the MNIST digits dataset. The "Hello World" of image ...
IEEE

Convolutional Coding in Cooperative Relay Systems with Spread Spectrum

Abstract: We propose a cooperative convolutional coding scheme that exploits spatial diversity and time diversity simultaneously. The proposed scheme combines the cooperative diversity with spread ...
Europe PMC

Multi-branch Convolutional Neural Network for Identification of Small Non-coding RNA genomic loci.

Genomic regions that encode small RNA genes exhibit characteristic patterns in their sequence, secondary structure, and evolutionary conservation. Convolutional Neural Networks are a family of ...
GitHub

convolutional-sparse-coding

Experiments for ICML paper DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding, ICML 2018, T. Moreau, L. Oudre, N. Vayatis.