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1
Chinese Word Segmentation with Heterogeneous Graph Neural Network ...
Tang, Xuemei; Wang, Jun; Su, Qi. - : arXiv, 2022
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2
The Correlation Between Internet Addiction and Interpersonal Relationship Among Teenagers and College Students Based on Pearson's Correlation Coefficient: A Systematic Review and Meta-Analysis
In: Front Psychiatry (2022)
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3
A Novel Interval-Valued q-Rung Dual Hesitant Linguistic Multi-Attribute Decision-Making Method Based on Linguistic Scale Functions and Power Hamy Mean
In: Entropy (Basel) (2022)
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4
As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation ...
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5
Detecting Health Advice in Medical Research Literature ...
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6
Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning ...
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7
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics ...
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8
Word Distance Affects Subjective Temporal Distance
In: Front Psychol (2021)
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9
Proactive Personality Measurement Using Item Response Theory and Social Media Text Mining
In: Front Psychol (2021)
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10
Impaired Interhemispheric Synchrony in Bronchial Asthma
In: Int J Gen Med (2021)
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11
Two Distinct Clinical Phenotypes of Bulbar Motor Impairment in Amyotrophic Lateral Sclerosis
In: Front Neurol (2021)
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12
Multiple attribute group decision-making based on interval-valued q-rung orthopair uncertain linguistic power Muirhead mean operators and linguistic scale functions
In: PLoS One (2021)
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13
A neurophysiological model of speech production deficits in fragile X syndrome.
In: Brain communications, vol 2, iss 1 (2020)
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14
Archives of Control Sciences ... : A novel multiple attribute decision making method based on q-rung dual hesitant uncertain linguistic sets and Muirhead mean ...
Wang, Jun; Shang, Xiaopu; Feng, Xue. - : Committee of Automatic Control and Robotics PAS, 2020
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15
Measuring correlation-to-causation exaggeration in press releases ...
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16
Use of profession-role exchange in an interprofessional student team-based community health service-learning experience
In: BMC Med Educ (2020)
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17
Decoding Imagined and Spoken Phrases From Non-invasive Neural (MEG) Signals
Dash, Debadatta; Ferrari, Paul; Wang, Jun. - : Frontiers Media S.A., 2020
Abstract: Speech production is a hierarchical mechanism involving the synchronization of the brain and the oral articulators, where the intention of linguistic concepts is transformed into meaningful sounds. Individuals with locked-in syndrome (fully paralyzed but aware) lose their motor ability completely including articulation and even eyeball movement. The neural pathway may be the only option to resume a certain level of communication for these patients. Current brain-computer interfaces (BCIs) use patients' visual and attentional correlates to build communication, resulting in a slow communication rate (a few words per minute). Direct decoding of imagined speech from the neural signals (and then driving a speech synthesizer) has the potential for a higher communication rate. In this study, we investigated the decoding of five imagined and spoken phrases from single-trial, non-invasive magnetoencephalography (MEG) signals collected from eight adult subjects. Two machine learning algorithms were used. One was an artificial neural network (ANN) with statistical features as the baseline approach. The other was convolutional neural networks (CNNs) applied on the spatial, spectral and temporal features extracted from the MEG signals. Experimental results indicated the possibility to decode imagined and spoken phrases directly from neuromagnetic signals. CNNs were found to be highly effective with an average decoding accuracy of up to 93% for the imagined and 96% for the spoken phrases.
Keyword: Neuroscience
URL: https://doi.org/10.3389/fnins.2020.00290
http://www.ncbi.nlm.nih.gov/pubmed/32317917
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7154084/
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18
A longitudinal study of infants' early speech production and later letter identification
Hoffman, Lesa; Green, Kimber F.; Farquharson, Kelly. - : Public Library of Science, 2020
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19
A neurophysiological model of speech production deficits in fragile X syndrome
In: Brain Commun (2019)
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20
Archives of Control Sciences ... : Some q-rung orthopair linguistic Heronian mean operators with their application to multi-attribute group decision making ...
Li, Li; Zhang, Runtong; Wang, Jun. - : Committee of Automatic Control and Robotics PAS, 2018
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