Learn With Jay on MSN

Neural network cost functions: Which to use and why?

In this video, we will see what is Cost Function, what are the different types of Cost Function in Neural Network, and which ...
Learn With Jay on MSN

Backpropagation in neural networks step-by-step explained

Understand the Maths behind Backpropagation in Neural Networks. In this video, we will derive the equations for the Back ...
C&EN

Leveraging Deep Learning to Address Diagnostic Challenges with Insufficient Image Data

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In recent AI-driven disease diagnosis, the success of models has depended mainly on ...
Phys.org

Researchers develop neural network for large-scale celestial object classification

A new study led by researchers from the Yunnan Observatories of the Chinese Academy of Sciences has developed a neural network-based method for large-scale celestial object classification, according ...
IEEE

An Approach Using Deep Neural Networks for the Binary Classification of Mild Cognitive Impairment in Alzheimer's Disease: Early and Late Stages

Abstract: Mild Cognitive Impairment (MCI) refers to the intermediate stage between normal brain function and the more severe decline caused by dementia. Alzheimer's Disease (AD) is a significant cause ...
INSPIRE

Exploring quantum neural networks for binary classification on MNIST dataset: A swap test approach

In this study, we propose a novel modularized Quantum Neural Network (mQNN) model tailored to address the binary classification problem on the MNIST dataset. The mQNN organizes input information using ...
IEEE

Binary Neural Networks With Feature Information Retention for Efficient Image Classification

Abstract: Although binary neural networks (BNNs) enjoy extreme compression ratios, there are significant accuracy gap compared with full-precision models. Previous works propose various strategies to ...
Scientific Research Publishing

Elfwing, S., Uchibe, E. and Doya, K. (2015) Expected Energy-Based Restricted Boltzmann Machine for Classification. Neural Networks, 64, 29-38.

ABSTRACT: The rapid growth of technology impacts all aspects of modern life, including banking and financial transactions. While these industries benefit significantly from technological advancements, ...