This code example demonstrates how to run through the ModusToolbox™ machine learning (ModusToolbox™-ML) development flow with PSoC™ 6 MCU, where the end user has a pre-trained neural network (NN) ...

Abstract: Traffic classification (TC) has a principal function in autonomous network management. Recently, deep learning and machine learning-based ... we build a cross-silo horizontal federated model ...

A potential solution to this problem is the use of a lightweight auto-tuner driven by Machine Learning (ML) that would select for ... From more than 2000 real-life matrices, we achieve an average ...

Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB3 0AS, United Kingdom Cambridge Centre for Advanced Research and Education in Singapore, CARES Ltd., 1 CREATE ...

The experimental results demonstrated that the use of the AdaBoost algorithm from machine learning for the mobile ... research and computational model prediction, experimental studies on mobile ...

It uses a pair of SRF linear accelerators ... behaviors by learning the normal operational patterns of cavities. "The big picture is that we use a machine learning model to learn what 'normal ...

As data volumes surge across every industry and machine learning tools become more ... combinations to identify the best-performing model for a given dataset. It supports a variety of tasks, including ...