49 citations · 320 across the 16 of their papers we have counts for
4 papers · 2 filters
A Method for Medical Data Analysis Using the LogNNet for Clinical Decision Support Systems and Edge Computing in Healthcare
Andrei Velichko
Edge computing is a fast-growing and much needed technology in healthcare. The problem of implementing artificial intelligence on edge devices is the complexity and high resource i…
A Method for Estimating the Entropy of Time Series Using Artificial Neural Networks
Andrei Velichko, Hanif Heidari
Measuring the predictability and complexity of time series using entropy is essential tool de-signing and controlling a nonlinear system. However, the existing methods have some dr…
An improved LogNNet classifier for IoT application
Hanif Heidari, Andrei Velichko
In the age of neural networks and Internet of Things (IoT), the search for new neural network architectures capable of operating on devices with limited computing power and small m…
Recognition of handwritten MNIST digits on low-memory 2 Kb RAM Arduino board using LogNNet reservoir neural network
Y. A. Izotov, A. A. Velichko, A. A. Ivshin +1
The presented compact algorithm for recognizing handwritten digits of the MNIST database, created on the LogNNet reservoir neural network, reaches the recognition accuracy of 82%.…