Presentations
Tutorial: Gaussian process models for machine learning-Ed Snelson Tutorial on Gaussian Processes and the Gaussian Process Latent Variable Model – Andreas Damianou Perceptrons and Neural Networks
Shared Gaussian Process Latent Variables Models
Carl Henrik Ek
Papers
A Tutorial on Deep Learning Part 1: Nonlinear Classifiers and The Backpropagation Algorithm A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks
Quoc V. Le
Research Scientist – Google
Dr. Mark Humphrys
School of Computing. Dublin City University Teaching
TCAD_DTCO
TCAD_DTCO These slides give an overview of TCAD history and status as in 2021. TCAD became more and more important for technology development. However, TCAD capabilities are not well known and somehow not very well understood by semiconductor industry executive management. An overview of the DTCO flows proposed by Synopsys, Silvaco and GTS are presented in … Read more
sklearn examples in Python
ProgramCreek Python sklearn.neural_network.MLPRegressor() Examples
github
books pdf Aurelien Geron