Brain encoding and decoding, Functional magnetic resonance imaging, Deep neural networks, Deep generative models, Dual learningBrain encoding and decoding via functional magnetic resonance imaging (fMRI) are two important aspects of visual perception neuroscience. Although previous researchers have made ...
Encoding models can reveal and decode neural representations in the visual and semantic domains. However, a thorough understanding of how distributed information in auditory cortices and temporal evolution of music contribute to model performance is stil
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Therefore, we used a voxel-wise modeling and decoding approach to directly test the hypothesis that low-level visual features are encoded in activity generated during mental imagery of complex scenes. Using fMRI measurements of cortical activity evoked by viewing photographs, we constructed voxel-wise...
arXiv:1104.2805v2 [stat.AP] 25 Jul 2011The Annals of Applied Statistics2011, Vol. 5, No. 2B, 1159–1182DOI: 10.1214/11-AOAS476c Institute of Mathematical Statistics, 2011ENCODING AND DECODING V1 FMRI RESPONSES TONATURAL IMAGES WITH SPARSE NONPARAMETRIC MODELSBy Vincent Q. Vu1, Pradeep Raviku...
and extrinsic stimuli. Second, they can be used as a basis for solving the so-called neural decoding problems. Neural decoding can be thought of as a dual to neural encoding, where the parameters of the underlying neuronal models are assumed to be fixed, and the observations are used to ...
Context sensitive encoding and decoding 优质文献 相似文献 参考文献 引证文献Encoding and decoding in fMRI Over the past decade fMRI researchers have developed increasingly sensitive techniques for analyzing the information represented in BOLD activity. The most... ...
This analysis gives us a more direct view of hippocampal activity, overcoming the assumptions of the standard GLM, and it does not depend on predictions of the SCEPTIC model for decoding the BOLD signal. In analyses of online responses (i.e., during the decision- making phase) activity in ...
Our whole-brain analysis revealed that the direction of sound-source movement could be decoded from fMRI response patterns in the right auditory cortex and in a high-level visual area located in the right lateral occipital cortex. Our region-of-interest-based analysis showed that the decoding of...
Broome, Bede M., Vivek Jayaraman, and Gilles Laurent. "Encoding and decoding of overlapping odor sequences." Neuron 51.4 (2006): 467-482. (Year: 2006) Uchida, Naoshige, Cindy Poo, and Rafi Haddad. "Coding and transformations in the olfactory system." Annual review of neuroscience 37.1 ...