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python function » protein function (Expand Search)
brain function » barrier function (Expand Search), protein function (Expand Search)
flow function » from function (Expand Search), low functional (Expand Search), loss function (Expand Search)
python function » protein function (Expand Search)
brain function » barrier function (Expand Search), protein function (Expand Search)
flow function » from function (Expand Search), low functional (Expand Search), loss function (Expand Search)
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Data Sheet 1_Simplified two-compartment neuron with calcium dynamics capturing brain-state specific apical-amplification, -isolation and -drive.pdf
Published 2025“…This work provides the computational community with a two-compartment spiking neuron model that supports the proposed forms of brain-state-specific activity. A machine learning evolutionary algorithm, guided by a set of fitness functions, selected parameters defining neurons that express the desired apical dendritic mechanisms. …”
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Comparison of deconvolution and optimization algorithms on a batch of data.
Published 2021“…Both experimental data have been resampled at 50ms and used to compute a set of TFs (in orange) either with direct deconvolution approaches (Fourier or Toeplitz methods, middle-upper panel TFs) or with 1-Γ function optimization performed by 3 different algorithms (middle-lower panel TFs). …”
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Analysis of ABIDE dataset: Conventional regression frameworks for optimized algorithmic value.
Published 2024Subjects: -
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Algorithm timings on a laptop computer with Intel i9–9900K CPU, 32GB RAM and an NVIDIA RTX2080 GPU.
Published 2021Subjects: -
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