Generative Data Intelligence

Tag: neural networks

Overhyping Neural Machine Translation: “It’s very easy to beat out of the box Google”

New people come in through our office every day, we’ve kind of gotten used to it. But, when one of the fathers of...

DeepMind papers at ICML 2017 (part one)

Decoupled Neural Interfaces using Synthetic GradientsAuthors: Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, David Silver, Koray KavukcuogluWhen training neural...

A rational take on cryptocurrencies

What they are and what they’re not. Probably.Here at Coin Sciences, we’re best known for MultiChain, a popular platform for creating and deploying...

Interpreting Deep Neural Networks using Cognitive Psychology

References (1 ) Markman, Ellen M. Constraints children place on word meanings. Cognitive Science, 14(1):57–77, 1990.(2) Landau, Barbara, Smith, Linda B, and Jones, Susan...

Open sourcing Sonnet – a new library for constructing neural networks

The library uses an object-oriented approach, similar to Torch/NN, allowing modules to be created which define the forward pass of some computation. Modules...

Enabling Continual Learning in Neural Networks

To test our algorithm, we exposed an agent to Atari games sequentially. Learning an individual game from the score alone is a challenging...

DeepMind Papers @ NIPS (Part 3)

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes Authors: J Rae, JJ Hunt, T Harley, I Danihelka, A Senior, G Wayne, A Graves, T...

DeepMind Papers @ NIPS (Part 1)

Interaction Networks for Learning about Objects, Relations and PhysicsAuthors: Peter Battaglia, Razvan Pascanu, Matthew Lai, Danilo Rezende, Koray KavukcuogluReasoning about objects, relations, and...

WaveNet: A generative model for raw audio

Talking Machines Allowing people to converse with machines is a long-standing dream of human-computer interaction. The ability of computers to understand natural speech has...

DeepMind AI Reduces Google Data Centre Cooling Bill by 40%

From smartphone assistants to image recognition and translation, machine learning already helps us in our everyday lives. But it can also help us...

Datumbox Machine Learning Framework 0.7.0 Released

March 19, 2016 Vasilis Vryniotis . 1 Comment I am really excited to announce that, after several months...

Datumbox Machine Learning Framework 0.6.0 Released

May 4, 2015 Vasilis Vryniotis . No comments The new version of Datumbox Machine Learning Framework has been...

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