Search Results - stimulus decoding

Decoding Stimulus–Response Representations and Their Stability Using EEG-Based Multivariate Pattern Analysis by Takacs, Adam, Mückschel, Moritz, Roessner, Veit, Beste, Christian

“…Goal-directed actions require proper associations between stimuli and response. This has been delineated by cognitive theory, for example, in the theory of event coding framework, which proposes that event files represent such bindings…”
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Pattern-information analysis: From stimulus decoding to computational-model testing by Kriegeskorte, Nikolaus

“… The most popular and widespread method is stimulus decoding by response-pattern classification. This approach addresses the question whether activity patterns in a given region carry information about the stimulus category…”
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BrainCLIP: Brain Representation via CLIP for Generic Natural Visual Stimulus Decoding by Ma, Yongqiang, Liu, Yulong, Chen, Liangjun, Zhu, Guibo, Chen, Badong, Zheng, Nanning

“…Functional Magnetic Resonance Imaging (fMRI) presents challenges due to limited paired samples and low signal-to-noise ratios, particularly in tasks involving reconstructing natural images or decoding their semantic content…”
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EEG miniaturization limits for stimulus decoding with EEG sensor networks by Mundanad Narayanan, Abhijith, Zink, Rob, Bertrand, Alexander

“…Objective. Unobtrusive electroencephalography (EEG) monitoring in everyday life requires the availability of highly miniaturized EEG devices (mini-EEGs), which…”
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Decoding stimulus identity in occipital, parietal and inferotemporal cortices during visual mental imagery by Ragni, Flavio, Tucciarelli, Raffaele, Andersson, Patrik, Lingnau, Angelika

“… Using multivariate pattern analysis (MVPA), previous studies were able to distinguish between the different orientations of imagined gratings, but not between more complex imagined stimuli, such as common objects, in early visual cortex (V1…”
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Reduced dimension stimulus decoding and column-based modeling reveal architectural differences of primary somatosensory finger maps between younger and older adults by Kalyani, Avinash, Contier, Oliver, Klemm, Lisa, Azañon, Elena, Schreiber, Stefanie, Speck, Oliver, Reichert, Christoph, Kuehn, Esther

“…•Older adults' SI exhibits lower finger decoding accuracies compared to younger adults…”
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Low-rank, Orthogonally Decomposable Tensor Regression With Application to Visual Stimulus Decoding of fMRI Data by Poythress, J. C., Ahn, Jeongyoun, Park, Cheolwoo

“…We consider the problem of fitting a generalized linear model with a three-dimensional image covariate, such as one obtained by functional magnetic resonance…”
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Decoding Task and Stimulus Representations in Face-responsive Cortex: Decoding Task and Stimulus from Faces by Kliemann, Dorit, Jacoby, Nir, Anzellotti, Stefano, Saxe, Rebecca R.

“… We investigated neural response patterns related to decoding i) the intention to attend to a facial aspect before its perception, ii…”
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Decoding stimuli (tool-hand) and viewpoint invariant grasp-type information by Bergström, Fredrik, Wurm, Moritz, Valério, Daniela, Lingnau, Angelika, Almeida, Jorge

“…: grasp information that is invariant to the kind of stimuli that elicits it (tool-hand invariance…”
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Pupil old/new effects reflect stimulus encoding and decoding in short-term memory by Brocher, Andreas, Graf, Tim

“…We conducted five pupil old/new experiments to examine whether pupil old/new effects can be linked to familiarity and/or recollection processes of recognition…”
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Performance breakdown in optimal stimulus decoding by Lubomir Kostal, Lansky, Petr, Pilarski, Stevan

“… In this context, the methods of signal estimation and detection theory provide the theoretical limits on the decoding accuracy with which the stimulus can be identified…”
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Decoding stimulus features in primate somatosensory cortex during perceptual categorization by Alvarez, Manuel, Zainos, Antonio, Romo, Ranulfo

“…Neurons of the primary somatosensory cortex (S1) respond as functions of frequency or amplitude of a vibrotactile stimulus…”
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Decoding stimulus-related information from single-trial EEG responses based on voltage topographies by Tzovara, Athina, Murray, Micah M., Plomp, Gijs, Herzog, Michael H., Michel, Christoph M., De Lucia, Marzia

“…Neuroimaging studies typically compare experimental conditions using average brain responses, thereby overlooking the stimulus-related information conveyed by distributed spatio-temporal patterns…”
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Decoding stimulus-specific regulation of promoter activity of p53 target genes by Vigliotti, Flavia, Engelmann, Nicolai, Sinzger-D’Angelo, Mark, Koeppl, Heinz, Loewer, Alexander

“… The dynamics of p53 activation are stimulus- and cell type-dependent and regulate cell fate. Acting as a transcription factor, p53 induces the expression of target genes involved in apoptosis, cell cycle arrest and DNA repair…”
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Decoding stimulus duration from neural responses in the auditory midbrain by Aubie, Brandon, Sayegh, Riziq, Fremouw, Thane, Covey, Ellen, Faure, Paul A

“…Neurons with responses selective for the duration of an auditory stimulus are called duration-tuned neurons (DTNs…”
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Decoding Stimulus as a Unit of Synchronous Approach to Abbreviation in Conditions of Consituational Semiosis by Andrey I. Brovets, Vyacheslav  I. Terkulov

“…The article is devoted to the substantiation and description of the deciphering stimulus of the abbreviation…”
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Self-Related Stimuli Decoding With Auditory and Visual Modalities Using Stereo-Electroencephalography by Ye, Huanpeng, Fan, Zhen, Chai, Guohong, Li, Guangye, Wei, Zixuan, Hu, Jie, Sheng, Xinjun, Chen, Liang, Zhu, Xiangyang

“…Name recognition plays important role in self-related cognitive processes and also contributes to a variety of clinical applications, such as autism spectrum…”
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Spiking neural circuits with dendritic stimulus processors: Encoding, decoding, and identification in reproducing kernel Hilbert spaces by Lazar, Aurel A., Slutskiy, Yevgeniy B.

“…We present a multi-input multi-output neural circuit architecture for nonlinear processing and encoding of stimuli in the spike domain…”
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Effect of hearing aids use on speech stimulus decoding through speech-evoked ABR by Leite, Renata Aparecida, Magliaro, Fernanda Cristina Leite, Raimundo, Jeziela Cristina, Gândara, Mara, Garbi, Sergio, Bento, Ricardo Ferreira, Matas, Carla Gentile

“…) provide objective measures of subcortical processing of speech and other complex stimuli…”
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Decoding stimulus-related information from single-trial EEG responses based on voltage topographies : Brain Decoding by TZOVARA, Athina, MURRAY, Micah M, PLOMP, Gijs, HERZOG, Michael H, MICHEL, Christoph M, DE LUCIA, Marzia

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