How deep is the brain? The shallow brain hypothesis

M Suzuki, CMA Pennartz, J Aru - Nature Reviews Neuroscience, 2023 - nature.com
Deep learning and predictive coding architectures commonly assume that inference in
neural networks is hierarchical. However, largely neglected in deep learning and predictive …

[HTML][HTML] Noradrenergic and cholinergic systems take centre stage in neuropsychiatric diseases of ageing

IF Orlando, JM Shine, TW Robbins, JB Rowe… - Neuroscience & …, 2023 - Elsevier
Noradrenergic and cholinergic systems are among the most vulnerable brain systems in
neuropsychiatric diseases of ageing, including Alzheimer's disease, Parkinson's disease …

Sub-100 ms level ultrafast detection and near-infrared ratiometric fluorescence imaging of norepinephrine in live neurons and brains

Y Han, L Mao, QW Zhang, Y Tian - Journal of the American …, 2023 - ACS Publications
Norepinephrine (NE) is a key neurotransmitter in the central and sympathetic nervous
systems, whose content fluctuates dynamically and rapidly in various brain regions during …

[HTML][HTML] The locus coeruleus broadcasts prediction errors across the cortex to promote sensorimotor plasticity

R Jordan, GB Keller - Elife, 2023 - elifesciences.org
Prediction errors are differences between expected and actual sensory input and are
thought to be key computational signals that drive learning related plasticity. One way that …

[HTML][HTML] Major depressive disorder: hypothesis, mechanism, prevention and treatment

L Cui, S Li, S Wang, X Wu, Y Liu, W Yu… - … and Targeted Therapy, 2024 - nature.com
Worldwide, the incidence of major depressive disorder (MDD) is increasing annually,
resulting in greater economic and social burdens. Moreover, the pathological mechanisms …

Cholinergic and noradrenergic axonal activity contains a behavioral-state signal that is coordinated across the dorsal cortex

L Collins, J Francis, B Emanuel, DA McCormick - Elife, 2023 - elifesciences.org
Fluctuations in brain and behavioral state are supported by broadly projecting
neuromodulatory systems. In this study, we use mesoscale two-photon calcium imaging to …

[HTML][HTML] Astrocytes: integrators of arousal state and sensory context

RN Rasmussen, A Asiminas, EMM Carlsen… - Trends in …, 2023 - cell.com
The integration of external information with the internal state of the body is central to the
survival of virtually every multicellular organism. However, a complete picture of the …

The role of the locus coeruleus in shaping adaptive cortical melodies

G Wainstein, EJ Müller, N Taylor, B Munn… - Trends in Cognitive …, 2022 - cell.com
Neural dynamics are shaped and constrained by the projections of a small nucleus in the
pons: the noradrenergic locus coeruleus (LC). Much like a bow to the brain's violin, activity in …

[HTML][HTML] Learning enhances encoding of time and temporal surprise in mouse primary sensory cortex

RJ Rabinovich, DD Kato, RM Bruno - Nature Communications, 2022 - nature.com
Primary sensory cortex has long been believed to play a straightforward role in the initial
processing of sensory information. Yet, the superficial layers of cortex overall are sparsely …

[HTML][HTML] Prefrontal modulation of anxiety through a lens of noradrenergic signaling

NN Bouras, NR Mack, WJ Gao - Frontiers in systems neuroscience, 2023 - frontiersin.org
Anxiety disorders are the most common class of mental illness in the US, affecting 40 million
individuals annually. Anxiety is an adaptive response to a stressful or unpredictable life …