Hybrid computing using a neural network with dynamic external memory

Hybrid computing using a neural network with dynamic external memory

Artificial neural networks are remarkably adept at sensory processing, sequence learning and reinforcement learning, but are limited in their ability to represent variables and data structures and to store data over long timescales, owing to the lack of an external memory. Here we introduce a machin...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Graves, A, Wayne, G, Reynolds, M, Harley, T, Danihelka, I, Grabska-Barwińska, A, Colmenarejo, S, Grefenstette, E, Ramalho, T, Agapiou, J, Badia, A, Hermann, K, Zwols, Y, Ostrovski, G, Cain, A, King, H, Summerfield, C, Blunsom, P, Kavukcuoglu, K, Hassabis, D
Format:	Journal article
Sprog:	English
Udgivet:	Nature Publishing Group 2016

Lignende værker

"Not not bad" is not "bad": A distributional account of negation
af: Hermann, K, et al.
Udgivet: (2013)

New Directions in Vector Space Models of Meaning
af: Grefenstette, E, et al.
Udgivet: (2014)

A Deep Architecture for Semantic Parsing
af: Grefenstette, E, et al.
Udgivet: (2014)

Semantic parsing with semi-supervised sequential autoencoders
af: Kočiský, T, et al.
Udgivet: (2016)

Neural mechanisms of hierarchical planning in a virtual subway network
af: Balaguer, J, et al.
Udgivet: (2016)

Teaching machines to read and comprehend
af: Hermann, K, et al.
Udgivet: (2015)

A convolutional neural network for modelling sentences
af: Kalchbrenner, N, et al.
Udgivet: (2014)

A Convolutional Neural Network for Modelling Sentences
af: Kalchbrenner, N, et al.
Udgivet: (2014)

Multilingual Models for Compositional Distributional Semantics
af: Hermann, K, et al.
Udgivet: (2014)

Multilingual Distributed Representations without Word Alignment
af: Hermann, K, et al.
Udgivet: (2014)

The Role of Syntax in Vector Space Models of Compositional Semantics
af: Hermann, K, et al.
Udgivet: (2013)

Multilingual distributed representations without word alignment
af: Hermann, K, et al.
Udgivet: (2014)

The neural noisy channel
af: Yu, L, et al.
Udgivet: (2017)

The NarrativeQA Reading Comprehension Challenge
af: Tomáš Kočiský, et al.
Udgivet: (2021-03-01)

Learning Bilingual Word Representations by Marginalizing Alignments
af: Kočiský, T, et al.
Udgivet: (2014)

An Unsupervised Ranking Model for Noun−Noun Compositionality
af: Hermann, K, et al.
Udgivet: (2015)

Learning to compose words into sentences with reinforcement learning
af: Yogatama, D, et al.
Udgivet: (2017)

Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons
af: Higgins, I, et al.
Udgivet: (2021)

Learning Semantics and Selectional Preference of Adjective−Noun Pairs
af: Hermann, K, et al.
Udgivet: (2015)

Marrying on credit: the burden of bridewealth on refugee youth
af: Grabska, K
Udgivet: (2012)

The profile of people participating in the II International Rally Lovers Narrow Gauge Railway
af: Sylwia Barwińska, et al.
Udgivet: (2016-10-01)

The profile of people participating in the II International Rally Lovers Narrow Gauge Railway
af: Sylwia Barwińska, et al.
Udgivet: (2016-10-01)

New Equivalence Tests for Hardy–Weinberg Equilibrium and Multiple Alleles
af: Vladimir Ostrovski
Udgivet: (2020-02-01)

Preferences outgoing students of the University of the Third Age in Wabrzezno
af: Eliza Maria Zielińska, et al.
Udgivet: (2016-10-01)

Preferences outgoing students of the University of the Third Age in Wabrzezno
af: Eliza Maria Zielińska, et al.
Udgivet: (2016-10-01)

Risk Analysis - General Approach
af: Pavel Danihelka, et al.
Udgivet: (2008-03-01)

Enfoque de capacidades y sostenibilidad Aportaciones de Amartya Sen y Martha Nussbaum
af: Rosa Colmenarejo
Udgivet: (2016-01-01)

Stability properties of Plethysm: new approach with combinatorial proofs (Extended abstract)
af: Laura Colmenarejo
Udgivet: (2015-01-01)

Plane partitions and the combinatorics of some families of reduced Kronecker coefficients.
af: Laura Colmenarejo
Udgivet: (2020-04-01)

Aportaciones de Martha Nussbaum a las ideas de justicia, ética y desarrollo humano. Una revisión bibliográfica
af: Rosa Colmenarejo
Udgivet: (2013-07-01)

Enfoque de capacidades y sostenibilidad. Aportaciones de Amartya Sen y Martha Nussbaum
af: Rosa Colmenarejo
Udgivet: (2016-04-01)

Dermatological manifestations in endocrine disorders
af: Cael Ostrovski-Sauberlich, et al.
Udgivet: (2024-04-01)

GENERATION X – GENERATION OF LOST POTENTIAL OR OF NEW OPPORTUNITIES? THE POLISH CASE
af: Anna BARWIŃSKA-MAŁAJOWICZ
Udgivet: (2022-06-01)

Characteristic Aspects of Additive Manufacturing Security From Security Awareness Perspectives
af: Lynne M. G. Graves, et al.
Udgivet: (2019-01-01)

IMPACT OF LAND USE CHANGE TO THE SOIL EROSION ESTIMATION FOR CULTURAL LANDSCAPES: CASE STUDY OF PAPHOS DISRICT IN CYPRUS
af: B. Cucaa, et al.
Udgivet: (2017-05-01)

El problema de la felicidad en Aristóte- les: respuestas desde Francisco Suárez y Martha Nussbaum
af: Rosa Colmenarejo Fernández
Udgivet: (2017-09-01)

Category-theoretic quantitative compositional distributional models of natural language semantics
af: Grefenstette, E, et al.
Udgivet: (2013)

Modelling the Lexicon in Unsupervised Part of Speech Induction
af: Dubbin, G, et al.
Udgivet: (2015)

Unsupervised part of speech inference with particle filters
af: Dubbin, G, et al.
Udgivet: (2012)

Unsupervised Bayesian Part of Speech Inference with Particle Gibbs
af: Dubbin, G, et al.
Udgivet: (2015)