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Adaptation and contextualization of deep neural network models
<span title="">2017</span>
<i title="IEEE">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rcrfzcjoeva4hmwbfmhfolnrfu" style="color: black;">2017 IEEE Symposium Series on Computational Intelligence (SSCI)</a>
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A new public medical database on Parkinson's disease is used as testbed to illustrate the capabilities of the proposed architecture. ...
The ability of Deep Neural Networks (DNNs) to provide very high accuracy in classification and recognition problems makes them the major tool for developments in such problems. ...
ACKNOWLEDGMENT The work of the NTUA team was financed by Greek State Scholarships Foundation (IKY) through "Research Projects for Excellence IKY/Siemens" Programme in the framework of the Hellenic Republic ...
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Evidence and implications of abnormal predictive coding in dementia
<span title="2021-07-07">2021</span>
<i title="Oxford University Press (OUP)">
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The diversity of cognitive deficits and neuropathological processes associated with dementias has encouraged divergence in pathophysiological explanations of disease. ...
Rather than the loss of "memory centres" or "language centres", or singular neurotransmitter systems, cognitive deficits are interpreted in terms of aberrant predictive coding in hierarchical neural networks ...
The symptoms arising from a change in predictive coding are a function of the neural networks that are selectively vulnerable to each specific molecular pathology. ...
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Reduction of dopamine in basal ganglia and its effects on syllable sequencing in speech: A computer simulation study
<span title="">2016</span>
<i title="Elsevier BV">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ymw5axtopzce7kka5cvlmjk54a" style="color: black;">Basal Ganglia</a>
</i>
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Reduction of dopamine in basal ganglia is a common cause of Parkinson's Disease (PD). ...
Conclusions: In this study using a neuro-functional brain model, the speech freezing effect results from simulating a reduction of dopamine level in striatum. ...
Freezing of speech (FoS) can be interpreted as a subform of repetitive speech in Parkinson's Disease (Erro et al. 2014 , Benke et al. 2000 and in its extreme form leads to a stoppage of articulation ...
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Page 59 of Linguistics and Language Behavior Abstracts: LLBA Vol. 26, Issue 2
[page]
<span title="">1992</span>
<i >
<a target="_blank" rel="noopener" href="https://archive.org/details/pub_linguistics-and-language-behavior-abstracts-llba" style="color: black;">Linguistics and Language Behavior Abstracts: LLBA </a>
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detection/repair strategies, Alzheimer’s dementia/ Parkinson’s disease; empirical data; adult patients/healthy controls; 9204760 Netherlands aphasia diagnosis, language processing models effectiveness ...
“naturalization” project; 9203499 speaker-independent spoken digit recognition, neural network’s capa- bilities; 9204649 spoken digits classification, neural network application; 9204624 New Brunswick ...
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The basal ganglia and rule-governed language use: evidence from vascular and degenerative conditions
<span title="2005-01-05">2005</span>
<i title="Oxford University Press (OUP)">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3yly6om4ynhcta4fdjenhrdk5y" style="color: black;">Brain</a>
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damage, Parkinson's disease or Huntington's disease. ...
the regular past tense as a sequence of morphemes, either in comprehension or production, in contrast to the claims of the Declarative/Procedural Model. ...
., a University of Cambridge Pinsent-Darwin Research Fellowship to C.E.L. and a MRC programme grant to L.K.T. ...
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Inhibiting Basal Ganglia Regions Reduces Syllable Sequencing Errors in Parkinson's Disease: A Computer Simulation Study
<span title="2018-06-06">2018</span>
<i title="Frontiers Media SA">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oqtegebkbzdxhnnm6apa2dr4ja" style="color: black;">Frontiers in Computational Neuroscience</a>
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Parkinson's disease affects many motor processes including speech. ...
Goal: We present a neural model that simulates a syllable repetition task and evaluate its performance when varying the level of dopamine in the striatum, and the level of activity reduction in the STN ...
BK conducted the experiments and wrote basic parts of the source code defining the neural model using NENGO and PYTHON. ...
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<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fncom.2018.00041">doi:10.3389/fncom.2018.00041</a>
<a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29928197">pmid:29928197</a>
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Words in motion: Motor-language coupling in Parkinson's disease
<span title="2014-01-01">2014</span>
<i title="Walter de Gruyter GmbH">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q4w5yuovt5dylostm32syg6p3y" style="color: black;">Translational Neuroscience</a>
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Action-verb deficits (with relative preservation of noun processing) have been repeatedly documented in Parkinson's disease (PD). ...
We propose that motorlanguage coupling deficits, as indexed by a cortical-subcortical network, may constitute an early neurocognitive marker of PD. ...
Specifically, our focus is on early detection of Parkinson's disease (PD) through the assessment of motorlanguage coupling (i.e., the behavioral and neural integration of action-verb processing and ongoing ...
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Parkinson's disease dementia: a neural networks perspective
<span title="2015-04-16">2015</span>
<i title="Oxford University Press (OUP)">
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New treatments are slow in development because unlike the pathological processes underlying the motor deficits of Parkinson's disease, the neural mechanisms underlying the dementing process and its associated ...
Recent insights from neuroscience research have begun to unravel the heterogeneous involvement of several distinct neural networks underlying the cognitive deficits in Parkinson's disease dementia, and ...
the neural network model of PDD. ...
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Page 833 of Linguistics and Language Behavior Abstracts: LLBA Vol. 28, Issue 2
[page]
<span title="">1994</span>
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<a target="_blank" rel="noopener" href="https://archive.org/details/pub_linguistics-and-language-behavior-abstracts-llba" style="color: black;">Linguistics and Language Behavior Abstracts: LLBA </a>
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, English negatives; 9402120
natural language semantics/perceptually based foundation, neural net- work/DETE system models; 9402182
neurolinguistics, computer simulation contributions; 9402170
Parkinson ...
method use/ cluster analysis supplementation; 9403295
Neural Networks
Alzheimer’s disease patients’ object naming difficulty, computational model; 9402188
Australian English segment/syllable duration, ...
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Identifying Parkinson's Disease Through the Classification of Audio Recording Data
<span title="">2020</span>
<i title="IEEE">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2dmkezwdzrcofn7zdzzte2h75i" style="color: black;">2020 IEEE Congress on Evolutionary Computation (CEC)</a>
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Index Terms-Parkinson's disease, recurrent neural network, audio processing, pre-diagnostic tools. ...
This is achieved through the implementation of a feedforward neural network and a layer recurrent neural network. ...
Machine learning and deep learning has been used here in a variety of formats from image analysis with convolutional neural network (CNN) technologies to semantic data mining analysis of extensive patient ...
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Defining a role for the subthalamic nucleus within operative theoretical models of subcortical participation in language
<span title="2003-11-01">2003</span>
<i title="BMJ">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hy257cksnngbdoh3z3erevh7h4" style="color: black;">Journal of Neurology, Neurosurgery and Psychiatry</a>
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skills in a group of patients with Parkinson's disease. ...
and semantic processing. ...
ACKNOWLEDGEMENTS We acknowledge Dr Peter Silburn and Dr Bruce Hall from the Mater Private Hospital, Brisbane, for their invaluable participation in and promotion of this research. ...
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Semantic processing deficits in patients with Parkinson's disease: degraded representation or defective retrieval?
<span title="">1999</span>
<i title="Joule Inc">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5o6c7tf42nfqbixxbvx2gc7d54" style="color: black;">Journal of Psychiatry & Neuroscience</a>
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Competing explanations for semantic deficits in patients with Parkinson's disease need to be integrated in order to develop effective interventions (e.g., estimating the amount of context required to improve ...
Computer model of semantic processing. Correct sense selection, defined by the activation of the word sense unit that first reaches the 0.5 activation threshold. ...
Parkinson's disease and semantic processing Parkinson's disease (PD) is an organic brain disorder that arises from the degeneration of neural pathways in the extrapyramidal motor system, and is commonly ...
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Page 597 of Linguistics and Language Behavior Abstracts: LLBA Vol. 27, Issue 2
[page]
<span title="">1993</span>
<i >
<a target="_blank" rel="noopener" href="https://archive.org/details/pub_linguistics-and-language-behavior-abstracts-llba" style="color: black;">Linguistics and Language Behavior Abstracts: LLBA </a>
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The connectionist model is based on the assumption that errors arise from lesions that impair the generation of semantics from visual structural descriptions, & that this process works through a “cascading ...
of Cognitive Neuroscience, 1993, 5, 1, winter, 89-117. 1 Results of an attempt to model perseveration in the visual & semantic processing typical of patients with associative agnosia & optic aphasia are ...
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Effects of subthalamic deep brain stimulation on noun/verb generation and selection from competing alternatives in Parkinson's disease
<span title="2007-10-10">2007</span>
<i title="BMJ">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hy257cksnngbdoh3z3erevh7h4" style="color: black;">Journal of Neurology, Neurosurgery and Psychiatry</a>
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Parkinson's disease selection from competing alternatives in stimulation on noun/verb generation and Effects of subthalamic deep brain http://jnnp.bmj.com/content/79/6/700.full.html Updated information ...
2008 79: 700-705 originally published J Neurol Neurosurg Psychiatry J E Castner, H J Chenery, P A Silburn, et al. ...
Evidence for the differential processing of nouns and verbs in Parkinson's disease (PD) has recently emerged. ...
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Page 405 of Linguistics and Language Behavior Abstracts: LLBA Vol. 28, Issue 1
[page]
<span title="">1994</span>
<i >
<a target="_blank" rel="noopener" href="https://archive.org/details/pub_linguistics-and-language-behavior-abstracts-llba" style="color: black;">Linguistics and Language Behavior Abstracts: LLBA </a>
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models, neural network classifiers use; 9401356
automatic speech recognition techniques/devices, 10-study review; 9401856
connectionist modeling/reading processes, word recognition/reading disability ...
Networks
articulatory motion estimation, neural networks application; 9401837
artificial neural networks use, phoneme/word recognition; experi- ments; male Swedish speaker; 9401857
automatic speech recognition ...
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