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Source localization of EEG signal
Once you have an EEG signal you begin to wonder about the real source of the signals you observe. They have to be born somewhere inside your head, right? But where? Answer to that question would...
View ArticleNew courses on Computational Neuroscience
Starting form this semester our lab will open two new courses on Computational Neuroscience in the Institute of Computer Science. MTAT.03.291 Introduction to Computational Neuroscience is a basic...
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Four bachelor thesis defended with an “A”
Four bachelor thesis were defended this summer under the supervision of the members of our group. All of them got the highest grade! Kristina Martšenko “Using Machine Learning to Analyze Brain...
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Impressions from Bernstein and Graz BCI Conferences
In this September our group members visited two conferences and got quite a boost in terms of new ideas, topics for discussion and possible research directions. The Bernstein Conference in Göttingen...
View ArticleWrote a very popular blog post about DeepMind to Robohub.org
Last December, an article named “Playing Atari with Deep Reinforcement Learning” was uploaded to arXiv by employees of a small AI company called DeepMind. Two months later Google bought DeepMind for...
View ArticleOur new paper is out: Personality cannot predicted from the power of resting...
Our paper “Personality cannot be predicted from the power of resting state EEG” was just accepted to Frontiers in Human Neuroscience. The hard-working researchers from the Institute of Psychology had...
View ArticleDeepMind Publishes in Nature and Releases the Source Code
In the new article DQN plays 49 atari games. Here is a cover story and interview with Demis Hassabis and other researchers at DeepMind:...
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Theses of Spring 2015
This it the list of theses defended in our group. The topics vary from single neuron model to psychological experiments in virtual reality! Zurab Bzhalava, MScExploring the animal GPS system: a machine...
View ArticleWe hosted the 3rd Baltic-Nordic Summer School on Neuroinformatics
The 3rd Baltic-Nordic Summer School on Neuroinformatics (BNNI 2015) took place in our institute from June 15-18. The event was a sounding success receiving very positive feedback from both students...
View ArticleOur new article now in Arxiv: “Multiagent Cooperation and Competition with...
After more than a year of hard work, we have finally uploaded an article building on the great work done by the people in Google DeepMind. We expand the framework proposed by DeepMind to allow...
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Demystifying Deep Reinforcement Learning
This is the part 1 of my series on deep reinforcement learning. See part 2 “Deep Reinforcement Learning with Neon” for an actual implementation with Neon deep learning toolkit.Today, exactly two years...
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Deep Reinforcement Learning With Neon
This is the part 2 of my series on deep reinforcement learning. See part 1 “Demystifying Deep Reinforcement Learning” for an introduction to the topic.The first time we read DeepMind’s paper “Playing...
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Ilya Kuzovkin presented a poster at Brain-Computer Interface Meeting 2016. See the poster and notes on the conference in his blog.
View ArticleNotes on ICML 2016
Out PhD student attended ICML 2016 and wrote down his notes in a blog post.
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Theses of 2016
Kristjan-Julius LaakFrom the brain to intelligent systems: The attenuation of sensation of self-generated movement We tested the idea that the brain actively suppresses the sensory consequences of its...
View ArticleNotes on NIPS 2016
Several members of our group attended NIPS 2016. It was huge (~5700 participants) and very relevant to the direction of our lab. See Ilya’s notes.
View ArticleOpenBCI in the Lab
To continue our research in Brain-Computer Interfaces the lab acquired 16 channel 256 Hz EEG kit from OpenBCI. Please contact Ilya Kuzovkin if you would like to do a BSc or MSc thesis on Brain-Computer...
View ArticleNeural Networks Course, 2017/2018
In the autumn semester of 2017/2018, our group hosted a course on Neural Networks. The head of our group, data science professor Raul Vicente took care of most of the lectures. Teaching assistants Ardi...
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Hall of Fame of NNets Course Projects
In this post we take a look at course projects from the Neural Networks course in the autumn semester 2017/2018. The course was given by Raul Vicente and assisted by Tambet Matiisen and Ardi Tampuu....
View ArticleThe AI Control Problem
We have produced a simple webpage to illustrate the AI control problem:http://aicontrol.cs.ut.ee. The AI control problem is how to avoid that an artificial intelligence harms his creators. In the...
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