Search Results - semantic predictive coding

Semantic Predictive Coding with Arbitrated Generative Adversarial Networks by Stivaktakis, Radamanthys, Tsagkatakis, Grigorios, Tsakalides, Panagiotis

“… of associative ordering. In this work, we introduce the notion of semantic predictive coding by proposing a novel generative adversarial modeling framework which incorporates the arbiter classifier as a new component…”
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An implemented predictive coding model of lexico-semantic processing explains the dynamics of univariate and multivariate activity within the left ventromedial temporal lobe during reading comprehension by Wang, Lin, Nour Eddine, Samer, Brothers, Trevor, Jensen, Ole, Kuperberg, Gina R.

“…•Ventromedial temporal lobe implements predictive coding in language comprehension…”
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Understanding semantic impairments in schizophrenia from a predictive coding perspective by Matsumoto, Yukiko, Hayashi, Ryusuke, Takahashi, Hidehiko

“… We provide empirical support for the hypothesis that predictive coding forms a unifying framework for understanding these deficits by reinforcing theoretical ideas with quantitative neuroimaging evidence…”
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Predictive and Adaptive Deep Coding for Wireless Image Transmission in Semantic Communication by Zhang, Wenyu, Zhang, Haijun, Ma, Hui, Shao, Hua, Wang, Ning, Leung, Victor C. M.

“… In this paper, we propose a predictive and adaptive deep coding (PADC) framework for realizing flexible code rate optimization with a given target transmission quality requirement…”
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A Predictive Coding Account of Lexico-Semantic Processing by Nour Eddine, Samer A

“… – the basic tenets of predictive coding theory – succinctly accounts for a very wide range of properties in the language processing system…”
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Semantic and episodic memories in a predictive coding model of the neocortex by Fontaine, Lucie, Alexandre, Frederic

“… Recently, this duality between semantic and episodic memories has been challenged by predictive coding, a biologically plausible neural network model of the neocortex which was shown…”
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Visually Guided Sound Source Separation With Audio-Visual Predictive Coding by Song, Zengjie, Zhang, Zhaoxiang

“… By contrast, this article presents a novel approach, dubbed audio-visual predictive coding (AVPC), to tackle this task in a parameter-efficient and more effective manner…”
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Prediction and Mismatch Negativity Responses Reflect Impairments in Action Semantic Processing in Adults With Autism Spectrum Disorders by Grisoni, Luigi, Moseley, Rachel L., Motlagh, Shiva, Kandia, Dimitra, Sener, Neslihan, Pulvermüller, Friedemann, Roepke, Stefan, Mohr, Bettina

“…-) semantic understanding and predictive coding and their correlation with clinical symptoms of ASD…”
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Immediate neural impact and incomplete compensation after semantic hub disconnection by Kocsis, Zsuzsanna, Jenison, Rick L., Taylor, Peter N., Calmus, Ryan M., McMurray, Bob, Rhone, Ariane E., Sarrett, McCall E., Deifelt Streese, Carolina, Kikuchi, Yukiko, Gander, Phillip E., Berger, Joel I., Kovach, Christopher K., Choi, Inyong, Greenlee, Jeremy D., Kawasaki, Hiroto, Cope, Thomas E., Griffiths, Timothy D., Howard, Matthew A., Petkov, Christopher I.

“…), a candidate semantic knowledge hub. Informed by modern diaschisis and predictive coding frameworks, we tested hypotheses ranging from solely neural network disruption to complete compensation by the indirectly affected language-related…”
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A predictive coding model of the N400 by Nour Eddine, Samer, Brothers, Trevor, Wang, Lin, Spratling, Michael, Kuperberg, Gina R.

“… In this work, we show that predictive coding – a biologically plausible algorithm for approximating Bayesian inference…”
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Predictive pre‐activation of orthographic and lexical‐semantic representations facilitates visual word recognition by Eisenhauer, Susanne, Gagl, Benjamin, Fiebach, Christian J.

“… Predictive coding models suggest that this facilitation results from pre‐activation of predictable stimulus features across multiple representational levels before stimulus onset…”
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Design considerations for a hierarchical semantic compositional framework for medical natural language understanding by Taira, Ricky K., Garlid, Anders O., Speier, William

“… The paper describes insights from four key cognitive aspects: semantic memory, semantic composition, semantic activation, and hierarchical predictive coding…”
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Semantic Priming Facilitates Figure Assignment For Both Intact Familiar Objects And Their Parts (Despite Predictive Coding Error) by Orsten-Hooge, Kimberley, Skocypec, Rachel, Peterson, Mary

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Dark control: The default mode network as a reinforcement learning agent by Dohmatob, Elvis, Dumas, Guillaume, Bzdok, Danilo

“…The default mode network (DMN) is believed to subserve the baseline mental activity in humans. Its higher energy consumption compared to other brain networks…”
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When sentences live up to your expectations by Tuennerhoff, Johannes, Noppeney, Uta

“…Speech recognition is rapid, automatic and amazingly robust. How the brain is able to decode speech from noisy acoustic inputs is unknown. We show that the…”
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Diverse Frontoparietal Connectivity Supports Semantic Prediction and Integration in Sentence Comprehension by He, Yaji, Shao, Ximing, Liu, Chang, Fan, Chen, Jefferies, Elizabeth, Zhang, Meichao, Li, Xiaoqing

“…Predictive processing in the parietal, temporal, frontal, and sensory cortex allows us to anticipate future meanings to maximize the efficiency of language comprehension, with the temporoparietal junction (TPJ…”
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Distinct roles of delta‐ and theta‐band neural tracking for sharpening and predictive coding of multi‐level speech features during spoken language processing by Mai, Guangting, Wang, William S.‐Y.

“… EEG responses were recorded when normal‐hearing participants attended to continuous auditory stimuli that contained different phonological/morphological and semantic contents: (1) real‐words, (2) pseudo…”
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Predictions about prosody facilitate lexical access: Evidence from P50/N100 and MMN components by Zora, Hatice, Wester, Janniek, Csépe, Valéria

“… Despite becoming increasingly influential in cognitive neuroscience, the precise account of this predictive coding framework remains debated…”
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Semantic Knowledge Enhances Conscious Awareness of Visual Objects by Weller, Peter D, Rabovsky, Milena, Abdel Rahman, Rasha

“… such as the predictive coding framework. Notwithstanding, the impact of semantic knowledge on conscious perception and the temporal dynamics of such an influence remain unclear…”
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Predictive Coding Model Detects Novelty on Different Levels of Representation Hierarchy by Li, T Ed, Tang, Mufeng, Bogacz, Rafal

“… This article demonstrates that predictive coding, an established model previously shown to effectively support representation learning and memory, can also naturally discriminate novelty with high capacity…”
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