GitHub

Human Pose Estimation with Deep Learning

This demo shows how to train and test a human pose estimation using deep neural network. In R2019b, Deep Learning Toolbox(TM) supports low-level APIs to customize training loops and it enables us to ...
GitHub

matlab-deep-learning/fourier-neural-operator

The Fourier Neural Operator (FNO) [1] is a neural operator with an integral kernel parameterized in Fourier space. This allows for an expressive and efficient architecture. Applications of the FNO ...
IEEE

Demand Response Strategy Based on Reinforcement Learning and Fuzzy Reasoning for Home Energy Management

Abstract: As energy demand continues to increase, demand response (DR) programs in the electricity distribution grid are gaining momentum and their adoption is set to grow gradually over the years ...
IEEE

Direct Current Control of Grid Connected Two Level Inverter With LCL-Filter Using Deep Reinforcement Learning Algorithm

Abstract: This work presents a novel control paradigm to improve the Direct Current Regulation (DCR) of two-level inverters that are connected to the grid with LCL filters. The Deep Reinforcement ...
Times Higher Education

Learning to learn and higher-order thinking: it’s not just what to learn but how to learn

Students often enter higher education having been well supported and scaffolded in their formal school environments. However, this support may not have prepared learners to succeed in higher education ...