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Hello, Perceptron: An introduction to artificial neural networks

Hello, Perceptron: An introduction to artificial neural networks
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Michael Nielsen , Stephen Wolfram , Frank Rosenblatt , Perceptron Networks , Artificial Intelligence , Modern Approach , Multilayer Perceptron , Rectified Linear Unit ,

"SedimentNet — a 1D-CNN machine learning model for prediction of hydrod" by Muhammad Zain Bin Riaz, Umair Iqbal et al.

In natural free surface flows, sediment particles in the surface layer of a sediment bed are moved and entrained by the fluctuating hydrodynamic forces, such as lift and drag, exerted by the overlying flow. Accurate prediction of near-bed hydrodynamic forces in rapidly varied flows is vital for coastal sediment transport and morphodynamics. Directly measured hydrodynamic forces within the rapidly varied flows over rough bed layer have been limited by previous spatial averaging shear force studies. Therefore, the direct measurements were designed and adapted to estimate tidal bore forces, including longitudinal (drag) and vertical (lift) force on near-bed sediment particle. Specially designed experiments were conducted to measure the instantaneous forces using a highly sensitive force sensor assembled with a target sphere. A novel 1D-CNN model (i.e. SedimentNet) has been developed for the prediction of hydrodynamic forces and compared with existing machine learning models (i.e. Decision ....

Random Forest , Multilayer Perceptron , Support Vector Regressor , Nearest Neighbour , 1d Cnn , Artificial Intelligence Ai , Edge Computing , Ydrodynamic Forces , Machine Learning , Tidal Bore , Nsteady Flow ,

AI Aids in Parkinson's Diagnosis and Gait Change Detection

Artificial intelligence is being used by researchers at the Department of Physical Education’s Human Movement Laboratory (Movi-Lab) at São Paulo State University (UNESP) in Bauru, Brazil, to assist in the diagnosis and prediction of the progression of Parkinson's disease. ....

Tiago Penedo , Universidade Estadual Paulista , Ativa Parkinson , Fabio Augusto Barbieri , Skyla Baily , School Of Engineering , Study Co , School Of Sciences , Paulo State University , Department Of Physical Education , University Of Porto , Physical Education , Human Movement Laboratory , Augusto Barbieri , Study Co Author , Universidade Estadual , Logistic Regression , Support Vector Machine , Decision Tree , Random Forest , Multilayer Perceptron , Phd Student ,