Výsledky vyhledávání - (neuronal OR neural) coding and decoding

Speech synthesis from neural decoding of spoken sentences Autor Anumanchipalli, Gopala K., Chartier, Josh, Chang, Edward F.

“… Decoding speech from neural activity is challenging because speaking requires very precise and rapid multi-dimensional control of vocal tract articulators…”
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Bayesian encoding and decoding as distinct perspectives on neural coding Autor Lange, Richard D., Shivkumar, Sabyasachi, Chattoraj, Ankani, Haefner, Ralf M.

“… Here, we identify one such unstated difference: some theories ask how neural circuits could recover information about the world from sensory neural activity (Bayesian decoding…”
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Decoding cognition from spontaneous neural activity Autor Liu, Yunzhe, Nour, Matthew M., Schuck, Nicolas W., Behrens, Timothy E. J., Dolan, Raymond J.

“…: this approach relies on decoding task-related representations from spontaneous neural activity, allowing quantification of the representational content and rich dynamics of such activity…”
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Decoding the information structure underlying the neural representation of concepts Autor Fernandino, Leonardo, Tong, Jia-Qing, Conant, Lisa L, Humphries, Colin J, Binder, Jeffrey R

“…The nature of the representational code underlying conceptual knowledge remains a major unsolved problem in cognitive neuroscience. We assessed the extent to…”
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Meeting brain–computer interface user performance expectations using a deep neural network decoding framework Autor Schwemmer, Michael A., Skomrock, Nicholas D., Sederberg, Per B., Ting, Jordyn E., Sharma, Gaurav, Bockbrader, Marcia A., Friedenberg, David A.

“… These performance characteristics are primarily influenced by the BCI’s neural decoding algorithm 1 , 15 , which is trained to associate neural activation patterns with intended user actions…”
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Coding–decoding-based synchronization of Markov jump neural networks with PDT switched topologies Autor Yang, Jian, Xing, Mengping, Lou, Jungang, Lu, Jianquan

“… and controller is subject to coding–decoding communication protocol. The variation of network parameters is governed by a Markov chain while a set of pre-known persistent…”
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Proportional Integral Synchronization Control for Coupled Neural Networks: A Coding‐Decoding Scheme Autor Guo, Xinyi, Wang, Yongqian, Li, Feng, Shen, Hao

“… In addition, considering the limited communication bandwidth, the coding‐decoding scheme is adopted to relieve the bandwidth pressure and improve transmission efficiency effectively…”
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Decoding Cross‐Modal Haptic Neural Coupling Through EEG‐LSTM Spatiotemporal Modeling for Vibration−Roughness Interaction Autor Li, Zhikai, Wang, Weixing, Li, Hongwei, Hu, Qiao

“…Haptic feedback is crucial for enhancing virtual immersion, but a neural coding mechanism that correlates the vibration frequency with surface roughness in haptic substitution remains unknown…”
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Review: Human Intracortical Recording and Neural Decoding for Brain-Computer Interfaces Autor Brandman, David M., Cash, Sydney S., Hochberg, Leigh R.

“…Brain-computer interfaces (BCIs) use neural information recorded from the brain for the voluntary control of external devices…”
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Graph-Enhanced Emotion Neural Decoding Autor Huang, Zhongyu, Du, Changde, Wang, Yingheng, Fu, Kaicheng, He, Huiguang

“… As a result, the learned representations may not be informative enough to benefit specific tasks, e.g. , emotion decoding…”
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Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations Autor Du, Changde, Du, Changying, Huang, Lijie, Wang, Haibao, He, Huiguang

“… Here, we propose a hierarchically structured neural decoding framework by using multitask transfer learning of deep neural network (DNN…”
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Efficient Neural Image Decoding via Fixed-Point Inference Autor Hong, Weixin, Chen, Tong, Lu, Ming, Pu, Shiliang, Ma, Zhan

“…Recent learned image coding has emerged with superior efficiency to conventional methods…”
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Neural decoding of music from the EEG Autor Daly, Ian

“…Neural decoding models can be used to decode neural representations of visual, acoustic, or semantic information…”
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The neural decoding toolbox Autor Meyers, Ethan M.

“…Population decoding is a powerful way to analyze neural data, however, currently only a small percentage of systems neuroscience researchers use this method…”
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Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication Autor Lee, Seo-Hyun, Lee, Minji, Lee, Seong-Whan

“… We investigated the underlying characteristics that affect the decoding performance of these two paradigms…”
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Decoding the neural representation of story meanings across languages Autor Dehghani, Morteza, Boghrati, Reihane, Man, Kingson, Hoover, Joe, Gimbel, Sarah I., Vaswani, Ashish, Zevin, Jason D., Immordino‐Yang, Mary Helen, Gordon, Andrew S., Damasio, Antonio, Kaplan, Jonas T.

“… However, while brain regions that represent lower‐level semantic units, such as words and sentences, have been identified, questions remain about the neural representation of narrative comprehension, which involves inferring cumulative meaning…”
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Neural Encoding and Decoding With Distributed Sentence Representations Autor Sun, Jingyuan, Wang, Shaonan, Zhang, Jiajun, Zong, Chengqing

“… DSMs have been shown to reliably explain cortical responses to word stimuli. However, characterizing the brain activities for sentence processing is much less exhaustively explored with DSMs, especially the deep neural network-based methods…”
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Decoding locomotion from population neural activity in moving C. elegans Autor Hallinen, Kelsey M, Dempsey, Ross, Scholz, Monika, Yu, Xinwei, Linder, Ashley, Randi, Francesco, Sharma, Anuj K, Shaevitz, Joshua W, Leifer, Andrew M

“…We investigated the neural representation of locomotion in the nematode C. elegans by recording population calcium activity during movement…”
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Decoding the Neural Dynamics of Headed Syntactic Structure Building Autor Zhao 赵隽元, Junyuan, Gao 高睿敏, Ruimin, Brennan, Jonathan R

“… This study directly probes whether the neural code of verb phrases involves reactivating the syntactic property of a key subcomponent (the "head" verb…”
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Decoding the Spatiotemporal Dynamics of Neural Response Similarity in Auditory Processing: A Multivariate Analysis Based on OPM‐MEG Autor Liu, Changzeng, Ma, Yuyu, Liang, Xiaoyu, Xiang, Min, Wu, Huanqi, Ning, Xiaoling

“…ABSTRACT The brain represents information through the encoding of neural populations, where the activity patterns of these neural groups constitute the content of this information…”
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