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 …
Spatially embedded recurrent neural networks reveal widespread links between structural and functional neuroscience findings
Brain networks exist within the confines of resource limitations. As a result, a brain network
must overcome the metabolic costs of growing and sustaining the network within its physical …
must overcome the metabolic costs of growing and sustaining the network within its physical …
[HTML][HTML] Computational models of typical and atypical brain network development
PE Vértes - Biological Psychiatry, 2023 - Elsevier
Over the last decade, the organization of brain networks at both micro-and macroscales has
become a key focus of neuroscientific inquiry. This has revealed fundamental features of …
become a key focus of neuroscientific inquiry. This has revealed fundamental features of …
[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 …
Where you live matters: Visualizing environmental effects on reading attainment
Background The way in which socioeconomic status (SES) moderates the etiology of
reading attainment has been explored many times, with past work often finding that genetic …
reading attainment has been explored many times, with past work often finding that genetic …
A weighted generative model of the human connectome
Probabilistic generative network models have offered an exciting window into the constraints
governing the human connectome's organization. In particular, they have highlighted the …
governing the human connectome's organization. In particular, they have highlighted the …
Computational principles of brain network development
D Akarca - 2023 - repository.cam.ac.uk
Brain development can be viewed through many lenses and studied at many scales.
However, multiple theoretical perspectives have argued that brain organisation develops via …
However, multiple theoretical perspectives have argued that brain organisation develops via …
Reality Resists Classification: A Transdiagnostic, Network-Based Approach to Behavioural and Neural Variation in Childhood
N Zdorovtsova - 2024 - repository.cam.ac.uk
Childhood development is shaped, and characterised, by a variety of interacting processes
that encompass biological and environmental phenomena. Key developmental outcomes …
that encompass biological and environmental phenomena. Key developmental outcomes …