## Deep Learning: Theory, History, State of the Art & Practical Tools

Deep Learning: Theory, History, State of the Art & Practical Tools from Ilya Kuzovkin An introductory talk about deep learning given at …

Brain-Computer Interfaces, Machine Learning, Neuroscience

Deep Learning: Theory, History, State of the Art & Practical Tools from Ilya Kuzovkin An introductory talk about deep learning given at …

Article overview: Unsupervised Learning of Visual Structure Using Predictive Generative Networks from Ilya Kuzovkin This set of slides goes over the recent …

Article overview: Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream from Ilya Kuzovkin The …

Caffe is a framework for deep learning. In a deep learning net it is quite hard to find good parameters (learning rate, …

Right after ICML 2015 I got to visit Computational Neuroscience meeting in Prague. Impressed by the advances in deep learning and AI …

This thesis describes an SSVEP-based BCI implemented as a practical part of this work. One possible usage of a BCI that efficiently …

Recently I’ve been working with the BioSemi ActiveTwo EEG device. This post gives an example of how to read the raw data …

While reading “An Introduction to the Conjugate Gradient Method Without the Agonizing Pain” I decided to boost understand by repeating the story …

DeepMind explored a bit further their Atari-plaing AI and published an article in Nature. Along with the article comes the source code …

During the Garage48 event we build 3D printable, Raspberry Pi powered, Android-controlled tank! Why tank? Don’t ask. All materials are available in …

Year 2014 passed under the huge Deep Learning sign. At the last seminar of computational neuroscience I’ve presented a very recent article, …

Seminar overview of the third article produced by Google DeepMind. This one again contains conceptual novelties: adding external memory to machine learning …