Toward computational neuroconstructivism: a framework for developmental systems neuroscience
Brain development is underpinned by complex interactions between neural assemblies,
driving structural and functional change. This neuroconstructivism (the notion that neural …
driving structural and functional change. This neuroconstructivism (the notion that neural …
Colloquium: Multiscale modeling of brain network organization
C Presigny, F De Vico Fallani - Reviews of Modern Physics, 2022 - APS
A complete understanding of the brain requires an integrated description of the numerous
scales and levels of neural organization. This means studying the interplay of genes and …
scales and levels of neural organization. This means studying the interplay of genes and …
Modeling spatial, developmental, physiological, and topological constraints on human brain connectivity
The complex connectivity of nervous systems is thought to have been shaped by competitive
selection pressures to minimize wiring costs and support adaptive function. Accordingly …
selection pressures to minimize wiring costs and support adaptive function. Accordingly …
A shifting role of thalamocortical connectivity in the emergence of cortical functional organization
The cortical patterning principle has been a long-standing question in neuroscience, yet
how this translates to macroscale functional specialization in the human brain remains …
how this translates to macroscale functional specialization in the human brain remains …
A generative network model of neurodevelopmental diversity in structural brain organization
The formation of large-scale brain networks, and their continual refinement, represent crucial
developmental processes that can drive individual differences in cognition and which are …
developmental processes that can drive individual differences in cognition and which are …
The adaptive stochasticity hypothesis: Modeling equifinality, multifinality, and adaptation to adversity
Neural phenotypes are the result of probabilistic developmental processes. This means that
stochasticity is an intrinsic aspect of the brain as it self-organizes over a protracted period. In …
stochasticity is an intrinsic aspect of the brain as it self-organizes over a protracted period. In …
[HTML][HTML] Parameter estimation for connectome generative models: Accuracy, reliability, and a fast parameter fitting method
Generative models of the human connectome enable in silico generation of brain networks
based on probabilistic wiring rules. These wiring rules are governed by a small number of …
based on probabilistic wiring rules. These wiring rules are governed by a small number of …
Homophilic wiring principles underpin neuronal network topology in vitro
Economic efficiency has been a popular explanation for how networks self-organize within
the developing nervous system. However, the precise nature of the economic negotiations …
the developing nervous system. However, the precise nature of the economic negotiations …
Data-driven approaches to neuroimaging analysis to enhance psychiatric diagnosis and therapy
Combining advanced neuroimaging with novel computational methods in network science
and machine learning has led to increasingly meaningful descriptions of structure and …
and machine learning has led to increasingly meaningful descriptions of structure and …
Network neuroscience and the connectomics revolution
RF Betzel - Connectomic deep brain stimulation, 2022 - Elsevier
Connectomics and network neuroscience offer quantitative scientific frameworks for
modeling and analyzing networks of structurally and functionally interacting neurons …
modeling and analyzing networks of structurally and functionally interacting neurons …