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Patrick Haggard

Voluntary Action

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David Adger

The Nature of Language

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Gareth Jones

Undecidable Problems

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David Adger

Language and Artificial Intelligence

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Steve Jones

Genes and the Environment

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Onur Güntürkün

Self-construction

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Anson Mackay

Fresh Water and Climate Change

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John Ellis

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Tim Hubbard

Genome Medicine

Applications of Deep Neural Networks

Why do we need neural networks and how do we train them

Artificial Neural Networks

How artificial neural networks are trained and used in industry

Long Short-Term Memory

AI specialist Jürgen Schmidhuber on backpropagation, vanishing and exploding gradient problems and how LSTM helps to improve speech recognition

Deep Feedforward Neural Networks

AI specialist Jürgen Schmidhuber on the first deep networks, backpropagation and whether you can train a network without unsupervised pre-training

AI specialist Jürgen Schmidhuber on credit assignment, recurrent neural networks and how can you solve the parity problem with a network of only five connections

Self-aware Networks

Computer scientist Erol Gelenbe on the idea of AI self-regulation, the goal function of a network and whether we can use self-aware networks for emergency management

Random Neural Networks

Computer scientist Erol Gelenbe on the communication of neurons, mathematical properties of the random neural networks and how can they be applied

Cloud Computing

Computer scientist Erol Gelenbe on the energy consumption in cloud servers, fog computing and why do data centres require special design of networks

Neural Networks

Computer scientist Erol Gelenbe on history of neural networks research, Lapicque equation and reinforcement learning

Computer Vision

Computer scientist Cordelia Schmid on computers’ ability to recognize and produce images, machine learning, and artificial intelligence

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