Deep learning and the Global Workspace Theory

Conscious Processing and the Global Neuronal Workspace Hypothesis

(2020) George A. Mashour et al.   NEURON

Attention in Psychology, Neuroscience, and Machine Learning

(2020) Grace W. Lindsay   Frontiers in Computational Neuroscience

A deep learning framework for neuroscience

(2019) Blake A. Richards et al.   NATURE NEUROSCIENCE

Alpha oscillations and traveling waves: Signatures of predictive coding?

(2019) Andrea Alamia et al.   PLOS BIOLOGY

The threshold for conscious report: Signal loss and response bias in visual and frontal cortex

(2018) Bram van Vugt et al.   SCIENCE

40 years of cognitive architectures: core cognitive abilities and practical applications

(2018) Iuliia Kotseruba et al.   ARTIFICIAL INTELLIGENCE REVIEW

Challenges for theories of consciousness: seeing or knowing, the missing ingredient and how to deal with panpsychism

(2018) Victor A. F. Lamme   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

What is consciousness, and could machines have it?

(2017) Stanislas Dehaene et al.   SCIENCE

Building machines that learn and think like people

(2016) Brenden M. Lake et al.   BEHAVIORAL AND BRAIN SCIENCES

Hybrid computing using a neural network with dynamic external memory

(2016) Alex Graves et al.   NATURE

Using goal-driven deep learning models to understand sensory cortex

(2016) Daniel L K Yamins et al.   NATURE NEUROSCIENCE

Integrated information theory: from consciousness to its physical substrate

(2016) Giulio Tononi et al.   NATURE REVIEWS NEUROSCIENCE

Toward an Integration of Deep Learning and Neuroscience

(2016) Adam H. Marblestone et al.   Frontiers in Computational Neuroscience

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep Neural Networks: A New Framework for Modeling Biological Vision and Brain Information Processing

(2015) Nikolaus Kriegeskorte   Annual Review of Vision Science

Cognitive unbinding: A neuroscientific paradigm of general anesthesia and related states of unconsciousness

(2013) George A. Mashour   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Functional and structural architecture of the human dorsal frontoparietal attention network

(2013) S. M. Szczepanski et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Canonical Microcircuits for Predictive Coding

(2012) Andre M. Bastos et al.   NEURON