Neurodevelopment of the association cortices: Patterns, mechanisms, and implications for psychopathology

VJ Sydnor, B Larsen, DS Bassett, A Alexander-Bloch… - Neuron, 2021 - cell.com
The human brain undergoes a prolonged period of cortical development that spans multiple
decades. During childhood and adolescence, cortical development progresses from lower …

The structures and functions of correlations in neural population codes

S Panzeri, M Moroni, H Safaai… - Nature Reviews …, 2022 - nature.com
The collective activity of a population of neurons, beyond the properties of individual cells, is
crucial for many brain functions. A fundamental question is how activity correlations between …

The connectome of an insect brain

M Winding, BD Pedigo, CL Barnes, HG Patsolic, Y Park… - Science, 2023 - science.org
Brains contain networks of interconnected neurons and so knowing the network architecture
is essential for understanding brain function. We therefore mapped the synaptic-resolution …

2022 roadmap on neuromorphic computing and engineering

DV Christensen, R Dittmann… - Neuromorphic …, 2022 - iopscience.iop.org
Modern computation based on von Neumann architecture is now a mature cutting-edge
science. In the von Neumann architecture, processing and memory units are implemented …

Orthogonal representations for robust context-dependent task performance in brains and neural networks

T Flesch, K Juechems, T Dumbalska, A Saxe… - Neuron, 2022 - cell.com
How do neural populations code for multiple, potentially conflicting tasks? Here we used
computational simulations involving neural networks to define" lazy" and" rich" coding …

The impact of the human thalamus on brain-wide information processing

JM Shine, LD Lewis, DD Garrett… - Nature Reviews …, 2023 - nature.com
The thalamus is a small, bilateral structure in the diencephalon that integrates signals from
many areas of the CNS. This critical anatomical position allows the thalamus to influence …

Shared mechanisms underlie the control of working memory and attention

MF Panichello, TJ Buschman - Nature, 2021 - nature.com
Cognitive control guides behaviour by controlling what, when, and how information is
represented in the brain. For example, attention controls sensory processing; top-down …

Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

J Zhang, Z Yin, P Chen, S Nichele - Information Fusion, 2020 - Elsevier
In recent years, the rapid advances in machine learning (ML) and information fusion has
made it possible to endow machines/computers with the ability of emotion understanding …

Neural population geometry: An approach for understanding biological and artificial neural networks

SY Chung, LF Abbott - Current opinion in neurobiology, 2021 - Elsevier
Advances in experimental neuroscience have transformed our ability to explore the structure
and function of neural circuits. At the same time, advances in machine learning have …

Geometry of sequence working memory in macaque prefrontal cortex

Y Xie, P Hu, J Li, J Chen, W Song, XJ Wang, T Yang… - Science, 2022 - science.org
How the brain stores a sequence in memory remains largely unknown. We investigated the
neural code underlying sequence working memory using two-photon calcium imaging to …