Embracing Change: Continual Learning in Deep Neural Networks

Human Replay Spontaneously Reorganizes Experience

(2019) Yunzhe Liu et al.   CELL

Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science

(2018) Decebal Constantin Mocanu et al.   Nature Communications

Neuroscience-Inspired Artificial Intelligence

(2017) Demis Hassabis et al.   NEURON

Overcoming catastrophic forgetting in neural networks

(2017) James Kirkpatrick et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hybrid computing using a neural network with dynamic external memory

(2016) Alex Graves et al.   NATURE

Metalearning: a survey of trends and technologies

(2013) Christiane Lemke et al.   ARTIFICIAL INTELLIGENCE REVIEW

Seasonal hippocampal plasticity in food-storing birds

(2010) D. F. Sherry et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression

(2008) Claudia Clopath et al.   PLoS Computational Biology