Hybrid computing using a neural network with dynamic external memory

Paradox of pattern separation and adult neurogenesis: A dual role for new neurons balancing memory resolution and robustness

(2016) Stephen T. Johnston et al.   NEUROBIOLOGY OF LEARNING AND MEMORY

What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated

(2016) Dharshan Kumaran et al.   TRENDS IN COGNITIVE SCIENCES

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Human-level concept learning through probabilistic program induction

(2015) B. M. Lake et al.   SCIENCE

From machine learning to machine reasoning

(2013) Léon Bottou   MACHINE LEARNING

Indirection and symbol-like processing in the prefrontal cortex and basal ganglia

(2013) T. Kriete et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Search-based structured prediction

(2009) Hal Daumé et al.   MACHINE LEARNING

Memory traces in dynamical systems

(2008) S. Ganguli et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA