[HTML][HTML] Neuroscience-inspired artificial intelligence

D Hassabis, D Kumaran, C Summerfield, M Botvinick - Neuron, 2017 - cell.com
The fields of neuroscience and artificial intelligence (AI) have a long and intertwined history.
In more recent times, however, communication and collaboration between the two fields has …

Backpropagation and the brain

TP Lillicrap, A Santoro, L Marris, CJ Akerman… - Nature Reviews …, 2020 - nature.com
During learning, the brain modifies synapses to improve behaviour. In the cortex, synapses
are embedded within multilayered networks, making it difficult to determine the effect of an …

Building machines that learn and think like people

BM Lake, TD Ullman, JB Tenenbaum… - Behavioral and brain …, 2017 - cambridge.org
Recent progress in artificial intelligence has renewed interest in building systems that learn
and think like people. Many advances have come from using deep neural networks trained …

The theory of constructed emotion: an active inference account of interoception and categorization

LF Barrett - Social cognitive and affective neuroscience, 2017 - academic.oup.com
The science of emotion has been using folk psychology categories derived from philosophy
to search for the brain basis of emotion. The last two decades of neuroscience research …

[BOOK][B] Surfing uncertainty: Prediction, action, and the embodied mind

A Clark - 2015 - books.google.com
How is it that thoroughly physical material beings such as ourselves can think, dream, feel,
create and understand ideas, theories and concepts? How does mere matter give rise to all …

REBUS and the anarchic brain: toward a unified model of the brain action of psychedelics

RL Carhart-Harris, KJ Friston, EL Barker - Pharmacological reviews, 2019 - Elsevier
This paper formulates the action of psychedelics by integrating the free-energy principle and
entropic brain hypothesis. We call this formulation relaxed beliefs under psychedelics …

How do expectations shape perception?

FP De Lange, M Heilbron, P Kok - Trends in cognitive sciences, 2018 - cell.com
Perception and perceptual decision-making are strongly facilitated by prior knowledge about
the probabilistic structure of the world. While the computational benefits of using prior …

Interoceptive predictions in the brain

LF Barrett, WK Simmons - Nature reviews neuroscience, 2015 - nature.com
Intuition suggests that perception follows sensation and therefore bodily feelings originate in
the body. However, recent evidence goes against this logic: interoceptive experience may …

The neural architecture of language: Integrative modeling converges on predictive processing

M Schrimpf, IA Blank, G Tuckute… - Proceedings of the …, 2021 - National Acad Sciences
The neuroscience of perception has recently been revolutionized with an integrative
modeling approach in which computation, brain function, and behavior are linked across …

Structural and functional brain networks: from connections to cognition

HJ Park, K Friston - Science, 2013 - science.org
Background The human brain presents a puzzling and challenging paradox: Despite a fixed
anatomy, characterized by its connectivity, its functional repertoire is vast, enabling action …