Spiking neural networks and online learning: An overview and perspectives

JL Lobo, J Del Ser, A Bifet, N Kasabov - Neural Networks, 2020 - Elsevier
Applications that generate huge amounts of data in the form of fast streams are becoming
increasingly prevalent, being therefore necessary to learn in an online manner. These …

Brain templates and atlases

AC Evans, AL Janke, DL Collins, S Baillet - Neuroimage, 2012 - Elsevier
The core concept within the field of brain mapping is the use of a standardized, or
“stereotaxic”, 3D coordinate frame for data analysis and reporting of findings from …

Mapping cortical brain asymmetry in 17,141 healthy individuals worldwide via the ENIGMA Consortium

XZ Kong, SR Mathias, T Guadalupe… - Proceedings of the …, 2018 - National Acad Sciences
Hemispheric asymmetry is a cardinal feature of human brain organization. Altered brain
asymmetry has also been linked to some cognitive and neuropsychiatric disorders. Here, the …

Cortical hubs revealed by intrinsic functional connectivity: mapping, assessment of stability, and relation to Alzheimer's disease

RL Buckner, J Sepulcre, T Talukdar… - Journal of …, 2009 - Soc Neuroscience
Recent evidence suggests that some brain areas act as hubs interconnecting distinct,
functionally specialized systems. These nexuses are intriguing because of their potential …

A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM)

J Mazziotta, A Toga, A Evans, P Fox… - … of the Royal …, 2001 - royalsocietypublishing.org
Motivated by the vast amount of information that is rapidly accumulating about the human
brain in digital form, we embarked upon a program in 1992 to develop a four–dimensional …

Mapping brain asymmetry

AW Toga, PM Thompson - Nature Reviews Neuroscience, 2003 - nature.com
Brain asymmetry has been observed in animals and humans in terms of structure, function
and behaviour. This lateralization is thought to reflect evolutionary, hereditary …

Geometrically accurate topology-correction of cortical surfaces using nonseparating loops

F Ségonne, J Pacheco, B Fischl - IEEE transactions on medical …, 2007 - ieeexplore.ieee.org
In this paper, we focus on the retrospective topology correction of surfaces. We propose a
technique to accurately correct the spherical topology of cortical surfaces. Specifically, we …

Dynamics of gray matter loss in Alzheimer's disease

PM Thompson, KM Hayashi… - Journal of …, 2003 - Soc Neuroscience
We detected and mapped a dynamically spreading wave of gray matter loss in the brains of
patients with Alzheimer's disease (AD). The loss pattern was visualized in four dimensions …

Cerebral asymmetry and the effects of sex and handedness on brain structure: a voxel-based morphometric analysis of 465 normal adult human brains

CD Good, I Johnsrude, J Ashburner, RNA Henson… - Neuroimage, 2001 - Elsevier
We used voxel-based morphometry (VBM) to examine human brain asymmetry and the
effects of sex and handedness on brain structure in 465 normal adults. We observed …

Unbiased diffeomorphic atlas construction for computational anatomy

S Joshi, B Davis, M Jomier, G Gerig - NeuroImage, 2004 - Elsevier
Construction of population atlases is a key issue in medical image analysis, and particularly
in brain mapping. Large sets of images are mapped into a common coordinate system to …