Efficiency levels are calculated by dividing total output by total input. Efficiency means that an entity is operating at an optimum level of performance. It is a measurable concept that can be ...

Abstract: In this paper, the fixed-time intra/inter-layer output synchronization problem of output-coupled multiplex networks is investigated utilizing a dynamic event-triggered control method.

This project demonstrates how to build, train, and evaluate a Convolutional Neural Network (CNN) for image classification using the CIFAR-10 dataset. The implementation leverages TensorFlow and Keras ...

Abstract: The article discusses the output synchronization (OS) of multi-layer networks (MLNs) based on output coupling (OC). By exploiting graph theory and Lyapunov function, sufficient conditions ...

In this repoi have develop the arabezi classification model via different approaches like for embedding i have used minilm due to its light weight nature and then add a LR , SVM, TF-IDF and a ...

The paper presents valuable computational findings on how growth feedback affects the performance of synthetic gene circuits designed for adaptive responses. By systematically analyzing over four ...