[HTML][HTML] Generative models of brain dynamics

M Ramezanian-Panahi, G Abrevaya… - Frontiers in Artificial …, 2022 - frontiersin.org
… and is optimized to best explain some data. Crucially, this … In Section 1.3, we pause on the
state of large-scale synaptic … as the structural connectivity is based on individual DTI. The …

[PDF][PDF] Distinct structure-function relationships across cortical regions and connectivity scales in the rat brain

RM Dijkhuizen - researchinformation.umcutrecht.nl
… A diffusion MRI tractography connectome of the mouse brain and comparison … Optimization
of large-scale mouse brain connectome via joint evaluation of DTI and neuron tracing data. …

[HTML][HTML] Anomalous brain gyrification patterns in major psychiatric disorders: a systematic review and transdiagnostic integration

D Sasabayashi, T Takahashi, Y Takayanagi… - Translational …, 2021 - nature.com
… gyrification pattern on the pathophysiology may help to optimize the prediction and … A
large-scale multidiagnostic comparison of diffusion tensor imaging (DTI) data suggested white …

[图书][B] Data-driven computational neuroscience: machine learning and statistical models

C Bielza, P Larrañaga - 2020 - books.google.com
using highend supercomputers and systems for large-scale … a) optimizing and restoring
healthy brain function throughout … , such as diffusion tensor imaging (DTI), are designed to …

[PDF][PDF] Mathematical and Statistical Models of Brain Activity at Different Scales

R COFRÉ - 2023 - researchgate.net
Large-scale neuronal recordings techniques such as MEA or … The way in which this is ensured
is via optimisation of the free … D: Applying the parcellation to the fMRI and DTI datasets, we …

[HTML][HTML] Functional and structural reorganization in brain tumors: a machine learning approach using desynchronized functional oscillations

J Falcó-Roget, A Cacciola, F Sambataro… - Communications …, 2024 - nature.com
… In addition, large-scale theoretical models of functional activity … connectomes were usable
as training and testing data. All … The weights were optimized using stochastic gradient descent …

Mapping the human corticoreticular pathway with multimodal delineation of the gigantocellular reticular nucleus and high-resolution diffusion tractography

P Boyne, M DiFrancesco, OO Awosika… - Journal of the …, 2022 - Elsevier
large-scale (N = 607) axonal tracing study in the mouse … were obtained from the Human
Connectome Project (HCP) … for the CRP in animal neuronal tracing studies (including non-…

[HTML][HTML] A proposed human structural brain connectivity matrix in the center for morphometric analysis Harvard-Oxford Atlas framework: A historical perspective and …

N Makris, R Rushmore, J Kaiser… - Developmental …, 2023 - ncbi.nlm.nih.gov
… present a new approach for DTI era connectional data. This is a … on neuronal connectivity
in the macaque from a variety of … of large-scale cortical networks in the monkey brain and the …

Imaging the structural connectome with hybrid diffusion MRI-microscopy tractography

S Zhu, IN Huszar, M Cottaar, G Daubney, N Eichert… - bioRxiv, 2024 - biorxiv.org
… the pathways of neural connections in animal brains over many … a single orientation per
voxel (eg from DTI)28. By extracting the … D) The tractography results are optimized with XTRACT …

Optimal deep brain stimulation sites and networks for cervical vs. generalized dystonia

A Horn, MM Reich, S Ewert, N Li… - Proceedings of the …, 2022 - National Acad Sciences
… third of the nucleus, large-scale investigations regarding optimal … on a whole-brain functional
connectome level. Our results … of the GPi with neurons responding to the orofacial, forelimb, …