Titlebook: Kinesthetic Perception; A Machine Learning A Subhasis Chaudhuri,Amit Bhardwaj Book 2018 Springer Nature Singapore Pte Ltd. 2018 Perceptuall

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Subhasis Chaudhuri,Amit Bhardwajpathological processes/disorders including pain, depression, Alzheimer‘s disease, epilepsy, addiction and cancer. This wide diversity of actions is mediated by three galanin receptor subtypes. The studies reviewed in this volume give a fairly complete overview of the spectrum of the biological actio

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Predictive Sampler Design for Haptic Signals, based classifiers are shown to be good candidates to be used for adaptive sampling. We have studied their rate–distortion performances and demonstrated that the level crossing sampler is superior. In summary, we have demonstrated that both the level crossing and the Weber classifier-based samplers

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Effect of Rate of Change of Stimulus,rly increasing (positive slope) or decreasing (negative slope) haptic force stimulus with a varying slope ., and is asked to react to the change. We intend to find a decision boundary as a function of the rate of change of stimulus (slope) to compute the Weber fraction. We apply both parametric and

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Temporal Resolvability of Stimulus, she can perceive the discontinuity between the jumps by pressing a button of the stylus. If for a particular time spacing, the jump discontinuity is perceived, the user response is labeled as 1, and −1 otherwise. In this way, we record the labeled haptic responses for several users. In order to est

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Task Dependence of Perceptual Deadzone,ir width and the just noticeable difference, suggesting that the task of discriminating two forces is more difficult for a user than to compare which force is greater (or smaller). Hence taking inference of this study, we demonstrate that the perceptual deadzone does depend on the task being perform

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Sequential Effect on Kinesthetic Perception,study and find out whether or not the sequential effect exists, and how to quantify the effect. In order to study the presence of sequential effect for kinesthetic perception, we design an experimental setup where a user is subjected to a series of random force stimuli. We record the responses for s

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Book 2018ondingly, on the perceptual dead zone. Offering a valuable resource for researchers, professionals,and graduate students working on haptics and machine perception studies, the book can also support interdisciplinary work focused on automation in surgery.

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Book 2018e-surgery. Demonstrating that the selection of the perceptual dead zones is a non-trivial problem, it presents an exposition of various issues that researchers must consider while designing compression algorithms based on just noticeable difference (JND). The book begins by identifying perceptually