Moreover, the training dropout technique65 was applied after each layer with a 0.2 rate, except for the LSTM, which used a 0.1 rate and a recurrent dropout (0.5 rate). The complete structure of one branch is presented in Fig. 4e. The branches were structurally identical for all brain ...
von Frey filaments with increasing forces (0.02 to 1 g, five applications per filament, each applied 30 s apart) were applied to the hindpaws. Mechanical thresholds were defined by the minimal filament force that elicited withdrawal behavior within 3 s of application in ≥60% of trials....
The level of γ motor neuron activity is often referred to asγ bias, orgain, and can be adjusted by upper motor neurons. If the gain of the reflex is high, small amount of strech applied to the intrafusal fibers will produce a large increase in the number of α motor neurons recruited...
C.-L. Chang, M. McAleer, L. Oxley, How are journal impact, prestige and article influence related? An application to neuroscience, Journal of Applied Statistics, 38(11) (2011d) 2563-2573.How are journal impact, prestige and article influence related? An application to neuroscience - Chang,...
High-performance computing (HPC) workflows in neuroscience are applied in several areas: image processing, simulation, visualization, data storage, and parameter space exploration. Execution of workflows as coupled pipelines (Fig. 1) is desirable due to excessive intermediate data, the need for expert...
All items relevant to building theoretical and practical systems are within its scope, including contributions in the area of applicable neural networks theory, supervised and unsupervised learning methods, algorithms, architectures, performance measures, applied statistics, software simulations, hardware ...
The power spectrum is a very common analytical method in EEG analysis that can analyze the energy changes of various frequency components in EEG signals. This method can be applied in studies on brain science and neurological diseases that can trigger EEG energy changes upon state changes, such ...
applied technology must be carefully studied and avoided, as with all things nanotechnological, to prevent unwanted outcomes. An active and significant investigation into the safety of nanomedicine is now being conducted. Eve...
Department of Applied Science, Integrated Science Center, William & Mary, Williamsburg, VA, USA Christopher A. Del Negro Department of Physiology, Neuroscience and Mental Health Institute, Women’s and Children’s Health Research Institute (WCHRI), Faculty of Medicine and Dentistry, University of Al...
No multiple comparison corrections were applied. The white dot on the center of the boxplot represents the median, the box encloses the lower and upper quartiles and the whiskers extend to the minimum and maximum values within a range of 1.5 times the interquartile range. Prg-to-Post, from...