Brain states and transitions: insights from computational neuroscience

ML Kringelbach, G Deco - Cell Reports, 2020 - cell.com
… of the computational model, and as such the main aim is to find the best definition and
identification method for brain states that maximally reflect the capabilities of the model and …

Two views on the cognitive brain

DL Barack, JW Krakauer - Nature Reviews Neuroscience, 2021 - nature.com
… as computation over meaningful representations in the brain to … the use of the term ‘representation’
but, rather, as a proposal about how to understand the computational role of the

[HTML][HTML] The scientific case for brain simulations

GT Einevoll, A Destexhe, M Diesmann, S Grün, V Jirsa… - Neuron, 2019 - cell.com
… Project (HBP) and other large-scale brain research projects is the simulation of large-scale …
bridging the scales between the neuron and system levels in the brain, and why a set of brain

Computational resource demands of a predictive Bayesian brain

J Kwisthout, I Van Rooij - Computational Brain & Behavior, 2020 - Springer
The computation of the prediction error is defined in the SUM-variant as the computation of
the difference between the … distribution Pr (Pred) over the set of prediction variables Pred. …

Revisiting 'brain modes' in a new computational era: approaches for the characterization of brain-behavioural associations

MN Toba, O Godefroy, RJ Rushmore, M Zavaglia… - 2020 - academic.oup.com
the anatomical basis of human cognition. We also address the potential of brain modes
for predicting the behavioural consequences of lesions and their future role in the design of …

Linking brain structure, activity, and cognitive function through computation

K Amunts, J DeFelipe, C Pennartz, A Destexhe… - Eneuro, 2022 - eneuro.org
… , the principles provide guidance realizing the computational processes and optimizing
neuroanatomical and neurochemical structures, and the data provide the building blocks for the

A review of computational modeling and deep brain stimulation: applications to Parkinson's disease

Y Yu, X Wang, Q Wang, Q Wang - Applied mathematics and mechanics, 2020 - Springer
… review the computational network models based on a single neuron which has been used
in the past few decades, ranging from the BG circuit model, the BGTH model, and the striatum …

Computational neuroanatomy of baby brains: A review

G Li, L Wang, PT Yap, F Wang, Z Wu, Y Meng, P Dong… - NeuroImage, 2019 - Elsevier
… -tailored computational methods have been proposed for computational neuroanatomy of
… review of the state-of-the-art computational methods for infant brain MRI processing and …

Computational neuroscience: a frontier of the 21st century

XJ Wang, H Hu, C Huang, H Kennedy… - National science …, 2020 - academic.oup.com
… last century were dominated by physics and molecular biology, in the current century one
of … how the brain works. A full understanding of brain functions and malfunctions is likely the

A brain basis of dynamical intelligence for AI and computational neuroscience

JD Monaco, K Rajan, GM Hwang - arXiv preprint arXiv:2105.07284, 2021 - arxiv.org
… from biology, neuroscience, cognitive science, and dynamical systems to outline a brain
basis of neural computation that we think points in the right direction. Thus, we elaborate, in …