Data_Sheet_1_Application of Machine Learning and Weighted Gene Co-expression Network Algorithm to Explore the Hub Genes in the Aging Brain.DOCX حسب Keping Chai (11574214)

A Python Package for the Localization of Protein Modifications in Mass Spectrometry Data حسب Anthony S. Barente (14035175)

الموضوعات:

Effect of <i>|Δd</i>_<i>n</i><i>|</i> perturbation on 3D modeling. حسب Giacomo Janson (8138517)

Precise spatial delineation of brain cell types in adult mouse brain. حسب Nuray Sogunmez Erdogan (21533872)

Python implementation of the Trajectory Adaptive Multilevel Sampling algorithm for rare events and improvements حسب Pascal Wang (10130612)

"…<div>This directory contains Python 3 scripts implementing the Trajectory Adaptive Multilevel Sampling algorithm (TAMS), a variant of Adaptive Multilevel Splitting (AMS), for the study of rare events. …"

Coati optimization algorithm for brain tumor identification based on MRI with utilizing phase-aware composite deep neural network حسب Rajesh Kumar Thangavel (20591164)

"…<p>Brain tumors can cause difficulties in normal brain function and are capable of developing in various regions of the brain. …"

Illustration of the cell detection process. حسب Adam L. Tyson (10892822)

الموضوعات:

Cell classification. حسب Adam L. Tyson (10892822)

الموضوعات:

Gene content overlap in <i>RNF43 G659fs</i> mutation-specific pathways. حسب Alexis M. Thornton (11068403)

Fractal dimension of cortical functional connectivity networks & severity of disorders of consciousness حسب Thomas F. Varley (8446899)

"…<div><p>Recent evidence suggests that the quantity and quality of conscious experience may be a function of the complexity of activity in the brain and that consciousness emerges in a critical zone between low and high-entropy states. …"

Algorithm for solving Eq (7). حسب Yanfang Xue (547585)

Algorithm for solving Eq (12). حسب Yanfang Xue (547585)

Performance of the Algorithm 1. حسب Bogumił Kamiński (7827794)

Modeling with uniform <i>σ</i> values. حسب Giacomo Janson (8138517)

Visual depiction of the PCIA algorithm. حسب Kayson Fakhar (12890364)

Binary Networks (Threshold = 0.4) حسب Majid Saberi (11796824)

الموضوعات:

Results of simulating the ability of pBO, BO and random search algorithms on identifying the optima in the Hartmann 3-dimensional surface. حسب Nienke E. R. van Bueren (11414330)

"…<b>b)</b> Shows the Euclidean distance of the identified optima from the true optima of the Hartmann function (i.e., accuracy of the algorithm). The pBO algorithm is shown to be more accurate than the BO and random search algorithms, except at very high levels of noise, where they are comparable.…"

Heterogeneity Analysis on Multi-State Brain Functional Connectivity and Adolescent Neurocognition حسب Shiying Wang (5179559)

"…<p>Brain functional connectivity or connectome, a unique measure for brain functional organization, provides a great potential to explain the neurobiological underpinning of behavioral profiles. …"

Data Sheet 1_Simplified two-compartment neuron with calcium dynamics capturing brain-state specific apical-amplification, -isolation and -drive.pdf حسب Elena Pastorelli (7024235)

"…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. …"

The workflow used to analyze imbalanced and balanced sequences. حسب Solomon Shiferaw Beyene (9143178)