Florian Marquardt

Fully Nonlinear Neuromorphic Computing using Linear Optics

Florian Marquardt

Animation Graph Neural Network predicting Quantum Ground States

Florian Marquardt

Animation Variational Autoencoder

Florian Marquardt

Animation Generative Adversarial Network

Florian Marquardt

Animation Normalizing Flow (Invertible Neural Network)

Florian Marquardt

Machine Learning for Physicists (Lecture 10) Applications in Science

Florian Marquardt

Machine Learning for Physicists (Lecture 9) Boltzmann machines

Florian Marquardt

Machine Learning for Physicists (Lecture 8) Deep Reinforcement Learning

Florian Marquardt

Lecture 7 Reinforcement Learning Policy Gradient, Baseline, Simple Examples

Florian Marquardt

Lecture 6 Recurrent Neural Networks (LSTM), Word Vectors, Introduction to Reinforcement Learning

Florian Marquardt

Machine Learning for Physicists (Lecture 5) Principal Component Analysis, t-SNE, Adam etc., ...

Florian Marquardt

Machine Learning for Physicists (Lecture 4) Convolutional Neural Networks, Autoencoders, PCA

Florian Marquardt

Machine Learning for Physicists (Lecture 3) Training networks, Keras, Image recognition

Florian Marquardt

Machine Learning for Physicists (Lecture 2)

Florian Marquardt

Machine Learning for Physicists (Lecture 1)

Florian Marquardt

Künstliche Intelligenz und Physik

Florian Marquardt

Talk Discovering feedback strategies for open quantum systems via deep reinforcement learning

Florian Marquardt