Neuroplasticity in cognitive and psychological mechanisms of depression: an integrative model

RB Price, R Duman - Molecular psychiatry, 2020‏ - nature.com
Chronic stress and depressive-like behaviors in basic neuroscience research have been
associated with impairments of neuroplasticity, such as neuronal atrophy and synaptic loss …

[HTML][HTML] Reinforcement learning, fast and slow

M Botvinick, S Ritter, JX Wang, Z Kurth-Nelson… - Trends in cognitive …, 2019‏ - cell.com
Deep reinforcement learning (RL) methods have driven impressive advances in artificial
intelligence in recent years, exceeding human performance in domains ranging from Atari to …

Application of graph theory for identifying connectivity patterns in human brain networks: a systematic review

FV Farahani, W Karwowski, NR Lighthall - frontiers in Neuroscience, 2019‏ - frontiersin.org
Background: Analysis of the human connectome using functional magnetic resonance
imaging (fMRI) started in the mid-1990s and attracted increasing attention in attempts to …

Local aggregation for unsupervised learning of visual embeddings

C Zhuang, AL Zhai, D Yamins - Proceedings of the IEEE …, 2019‏ - openaccess.thecvf.com
Unsupervised approaches to learning in neural networks are of substantial interest for
furthering artificial intelligence, both because they would enable the training of networks …

Nurturing nature: How brain development is inherently social and emotional, and what this means for education

MH Immordino-Yang, L Darling-Hammond… - Educational …, 2019‏ - Taylor & Francis
New advances in neurobiology are revealing that brain development and the learning it
enables are directly dependent on social-emotional experience. Growing bodies of research …

Estimating psychological networks and their accuracy: A tutorial paper

S Epskamp, D Borsboom, EI Fried - Behavior research methods, 2018‏ - Springer
The usage of psychological networks that conceptualize behavior as a complex interplay of
psychological and other components has gained increasing popularity in various research …

Colloquium: Criticality and dynamical scaling in living systems

MA Munoz - Reviews of Modern Physics, 2018‏ - APS
A celebrated and controversial hypothesis suggests that some biological systems—parts,
aspects, or groups of them—may extract important functional benefits from operating at the …

The physics of brain network structure, function and control

CW Lynn, DS Bassett - Nature Reviews Physics, 2019‏ - nature.com
The brain is characterized by heterogeneous patterns of structural connections supporting
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …

[HTML][HTML] Network neuroscience theory of human intelligence

AK Barbey - Trends in cognitive sciences, 2018‏ - cell.com
An enduring aim of research in the psychological and brain sciences is to understand the
nature of individual differences in human intelligence, examining the stunning breadth and …

Modular brain networks

O Sporns, RF Betzel - Annual review of psychology, 2016‏ - annualreviews.org
The development of new technologies for map** structural and functional brain
connectivity has led to the creation of comprehensive network maps of neuronal circuits and …