Decoupled Neural Interfaces using Synthetic GradientsAuthors: Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, David Silver, Koray KavukcuogluWhen training neural...
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...
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...
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...
Interaction Networks for Learning about Objects, Relations and PhysicsAuthors: Peter Battaglia, Razvan Pascanu, Matthew Lai, Danilo Rezende, Koray KavukcuogluReasoning about objects, relations, and...
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...