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Tag: Neuroscience

What happens to your brain when you learn a new language?

In 2013, a group of researchers from the University of Edinburgh published the largest study to date about the correlation between bilingualism and...

Prefrontal cortex as a meta-reinforcement learning system

In fact, we found that the meta-RL agent could learn to quickly adapt in a wide domain of tasks with different rules and...

Navigating with grid-like representations in artificial agents

More broadly, our work reaffirms the potential of utilising algorithms thought to be used by the brain as inspiration for machine learning architectures....

Understanding deep learning through neuron deletion

By measuring network robustness in this way, we can evaluate whether a network is exploiting undesirable memorisation to “cheat.” Understanding how networks change...

The hippocampus as a predictive map

This approach combines the strengths of two algorithms that are already well known in reinforcement learning and are also believed to exist in...

AI and Neuroscience: A virtuous circle

Another key challenge in contemporary AI research is known as transfer learning. To be able to deal effectively with novel situations, artificial agents...

Overview of Cluster Analysis and Dirichlet Process Mixture Models

May 5, 2014 Vasilis Vryniotis . 3 Comments In the ISO research project for my MSc in Machine...

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