[HTML][HTML] The scientific case for brain simulations
A key element of the European Union's Human Brain Project (HBP) and other large-scale
brain research projects is the simulation of large-scale model networks of neurons. Here, we …
brain research projects is the simulation of large-scale model networks of neurons. Here, we …
Biological constraints on neural network models of cognitive function
Neural network models are potential tools for improving our understanding of complex brain
functions. To address this goal, these models need to be neurobiologically realistic …
functions. To address this goal, these models need to be neurobiologically realistic …
[HTML][HTML] A dopamine gradient controls access to distributed working memory in the large-scale monkey cortex
Dopamine is required for working memory, but how it modulates the large-scale cortex is
unknown. Here, we report that dopamine receptor density per neuron, measured by …
unknown. Here, we report that dopamine receptor density per neuron, measured by …
Mechanisms of distributed working memory in a large-scale network of macaque neocortex
Neural activity underlying working memory is not a local phenomenon but distributed across
multiple brain regions. To elucidate the circuit mechanism of such distributed activity, we …
multiple brain regions. To elucidate the circuit mechanism of such distributed activity, we …
[HTML][HTML] Neurobiological mechanisms for language, symbols and concepts: clues from brain-constrained deep neural networks
F Pulvermüller - Progress in Neurobiology, 2023 - Elsevier
Neural networks are successfully used to imitate and model cognitive processes. However,
to provide clues about the neurobiological mechanisms enabling human cognition, these …
to provide clues about the neurobiological mechanisms enabling human cognition, these …
Arbor—a morphologically-detailed neural network simulation library for contemporary high-performance computing architectures
We introduce Arbor, a performance portable library for simulation of large networks of multi-
compartment neurons on HPC systems. Arbor is open source software, developed under the …
compartment neurons on HPC systems. Arbor is open source software, developed under the …
Larger GPU-accelerated brain simulations with procedural connectivity
Simulations are an important tool for investigating brain function but large models are
needed to faithfully reproduce the statistics and dynamics of brain activity. Simulating large …
needed to faithfully reproduce the statistics and dynamics of brain activity. Simulating large …
Connectivity concepts in neuronal network modeling
Sustainable research on computational models of neuronal networks requires published
models to be understandable, reproducible, and extendable. Missing details or ambiguities …
models to be understandable, reproducible, and extendable. Missing details or ambiguities …
[HTML][HTML] Open source brain: a collaborative resource for visualizing, analyzing, simulating, and develo** standardized models of neurons and circuits
Computational models are powerful tools for exploring the properties of complex biological
systems. In neuroscience, data-driven models of neural circuits that span multiple scales are …
systems. In neuroscience, data-driven models of neural circuits that span multiple scales are …
Cell type-specific connectome predicts distributed working memory activity in the mouse brain
Recent advances in connectomics and neurophysiology make it possible to probe whole-
brain mechanisms of cognition and behavior. We developed a large-scale model of the …
brain mechanisms of cognition and behavior. We developed a large-scale model of the …