GitHub

DeepGenomeScan : A Deep Learning Approach for Whole Genome Scan (WGS) and Genome-wide Association Studies (GWAS)

This package implements the genome scan and genome-wide association studies using deep neural networks (i.e, Multi-Layer Perceptron (MLP), Convolutional Neural Network (CNN)). DeepGenomeScan offers ...
GitHub

MNIST Handwritten Digit Recognizer

The MNIST dataset is a set of 70,000 human-labeled 28 x 28 greyscale images of individual handwritten digits. It is a subset of a larger dataset available from NIST - The National Institute of ...
IEEE

All Hardware-Based Two-Layer Perceptron Implemented in Memristor Crossbar Arrays

Abstract: Implementing synaptic weights using tunable conductance of memristors offers significant power and computing throughput improvements through in-memory analog computing. Hardware-based ...
Frontiers

A Review and Tutorial of Machine Learning Methods for Microbiome Host Trait Prediction

With the growing importance of microbiome research, there is increasing evidence that host variation in microbial communities is associated with overall host health. Advancement in genetic sequencing ...