AIMC Topic: Saccades

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Brief communication: Three errors and two problems in a recent paper: gazeNet: End-to-end eye-movement event detection with deep neural networks (Zemblys, Niehorster, and Holmqvist, 2019).

Behavior research methods Aug 1, 2020
Zemblys et al. (Behavior Research Methods, 51(2), 840-864, 2019) reported on a method for the classification of eye-movements ("gazeNet"). I have found three errors and two problems with that paper that are explained herein. Error 1: The gazeNet clas...
Humans Neural Networks, Computer Eye Movements Algorithms Saccades Communication
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In natural interaction with embodied robots, we prefer it when they follow our gaze: a gaze-contingent mobile eyetracking study.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Apr 29, 2019
Initiating joint attention by leading someone's gaze is a rewarding experience which facilitates social interaction. Here, we investigate this experience of leading an agent's gaze while applying a more realistic paradigm than traditional screen-base...
Male Eye Movements Adult Interpersonal Relations Theory of Mind Robotics Attention Saccades Humans Female Young Adult
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gazeNet: End-to-end eye-movement event detection with deep neural networks.

Behavior research methods Apr 1, 2019
Existing event detection algorithms for eye-movement data almost exclusively rely on thresholding one or more hand-crafted signal features, each computed from the stream of raw gaze data. Moreover, this thresholding is largely left for the end user. ...
Saccades Humans Algorithms Task Performance and Analysis Eye Movements Neural Networks, Computer Behavioral Research
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Working Memory: Delay Activity, Yes! Persistent Activity? Maybe Not.

The Journal of neuroscience : the official journal of the Society for Neuroscience Aug 8, 2018
Persistent spiking has been thought to underlie working memory (WM). However, virtually all of the evidence for this comes from studies that averaged spiking across time and across trials, which masks the details. On single trials, activity often occ...
Saccades Fixation, Ocular Gamma Rhythm Haplorhini Humans Neural Networks, Computer Neurons Research Design Energy Metabolism Animals Cerebral Cortex Action Potentials Time Factors Nerve Net Memory, Short-Term
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Determination of Saccade Latency Distributions using Video Recordings from Consumer-grade Devices.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Quantitative and accurate tracking of neurocognitive decline remains an ongoing challenge. We seek to address this need by focusing on robust and unobtrusive measurement of saccade latency - the time between the presentation of a visual stimulus and ...
Neural Networks, Computer Smartphone Humans Photic Stimulation Video Recording Saccades
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An evaluation of scanpath-comparison and machine-learning classification algorithms used to study the dynamics of analogy making.

Behavior research methods Aug 1, 2017
In recent years, eyetracking has begun to be used to study the dynamics of analogy making. Numerous scanpath-comparison algorithms and machine-learning techniques are available that can be applied to the raw eyetracking data. We show how scanpath-com...
Child Problem Solving Adolescent Saccades Adult Humans Female Machine Learning Male Young Adult Algorithms
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