For example, the model for neural tuning may be estimated from data obtained while the user is performing several different tasks, while individual movement models are estimated for each task.
Prefrontal overactivation or increased bilaterality in the presence of an age-related performance decline, for example, would argue for neural inefficiency, reduced regional specificity, or failed compensation, whereas overactivation or increased bilaterality at a steady performance level may be signs of successful compensation.
Examples include algorithms for neural architecture search and their optimization.
Another line of Lee's research has elucidated how the brain evaluates the value of rewards—showing, for example, the neural basis for the phenomenon of delayed gratification. Lee also served as an editor for the Journal of Neuroscience for six years and is currently a reviewing editor for the journal eLife.
This database is a set of disturbance examples (e.g., harmonic, sag, high-impedance fault) for use in many purposes, for example, for training artificial neural networks for intelligent fault diagnosis and prognosis of electrical distribution systems.
For example, deep neural network built for fault signature extraction was utilized for bearings and gearboxes [34], while a classification model based on deep network architecture was proposed in the task of characterizing health states of the aircraft engine and electric power transformer [35].
"Computer scientists and roboticists have learned a lot from biology, for example, neural computation techniques and clever techniques for exploiting the environment in the way that animals do.
For example, neural network genetic algorithms can be used for maximum likelihood estimation of HMM parameters [51].
Arousals are thought to be necessary for maintaining homeostasis (for example, restoring neural and muscular function, excreting waste and replenishing water and energy stores) [ 35], and one of the long-standing hypotheses for explaining the frequency of arousals in healthy bats is the need for hibernating bats to drink and restore water balance [ 16, 23, 33, 36].
