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The proposed synthetic regulator is based on local linear regression models chosen for their simplicity of training and efficiency in incorporating new data generated by the plant.
"My wife would say I'm obsessed, I would say I'm borderline obsessed," he says, "I like the training and the numbers, I like to measure my heart rate, watts, time; it takes me back to what I knew and loved as an athlete – that simplicity of training, goals to aim for.
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This idea not only improves the processing capability of the network, but also preserves the simplicity of the training process.
The advantages of retrievals based on neural networks include speed of execution, simplicity of the trained algorithm, and ease of error analysis, and the proliferation of high quality training data sets derived from models and/or operational measurements has further facilitated their use.
Possible factors accounting for the high adherence rate in the NMES group include the relative simplicity of the NMES training routine, the novelty of the modality and participant knowledge that the device was logging usage data.
An additional advantage of this system was a higher adherence that could be due to the level of physical effort involved and to the simplicity of the BRU-training protocol, which includes easy-to-follow instructions and a closer interaction between the health professional and the subject.
A third set of studies used commercially available video game consoles that combined the simplicity of a weight-shifting training on a platform with the elaborated graphics and motivating games of a video capture system [ 47- 49, 64, 69].
The post-defeat conclusion was that, given the lack of training time, the simplicity of the basic back four was preferable.
Lastly, training was mentioned as necessary by some [ 39] whilst others aimed to avoid training through simplicity of design [ 24].
From lessons learnt in 20 years of export operations in this field we see that as well as supplying and installing the system, the focus should equally be made on after sales service, training and simplicity of design.
For simplicity, we set κ to be n r, the number of training samples.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com