Search Results - implementing predictive coding

Relating sparse and predictive coding to divisive normalization by Lian, Yanbo, Burkitt, Anthony N.

“…Sparse coding, predictive coding and divisive normalization have each been found to be principles that underlie the function of neural circuits in many parts of the brain, supported by substantial experimental evidence…”
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Where is the error? Hierarchical predictive coding through dendritic error computation by Mikulasch, Fabian A., Rudelt, Lucas, Wibral, Michael, Priesemann, Viola

“…Top-down feedback in cortex is critical for guiding sensory processing, which has prominently been formalized in the theory of hierarchical predictive coding (hPC…”
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Does signal reduction imply predictive coding in models of spoken word recognition? by Luthra, Sahil, Li, Monica Y. C., You, Heejo, Brodbeck, Christian, Magnuson, James S.

“… In the present work, we show that despite not explicitly implementing prediction, the TRACE model of speech perception exhibits this putative hallmark of predictive coding, with reductions in total…”
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Predictive acoustical processing in human cortical layers by Faes, Lonike K, Zulfiqar, Isma, Vizioli, Luca, Yu, Zidan, Wu, Yuan-Hao, Shin, Jiyun, Cloos, Martijn A, Auksztulewicz, Ryszard, Melloni, Lucia, Uludag, Kamil, Yacoub, Essa, De Martino, Federico

“… Predictive coding formalizes inferential processes by implementing them as information exchange across cortical layers and areas…”
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Automatic Adaptation to Fast Input Changes in a Time-Invariant Neural Circuit by Bharioke, Arjun, Chklovskii, Dmitri B.

“…, following saccades across a visual scene. To maintain a reduced transmission cost to signals with rapidly varying statistics, neuronal circuits implementing predictive coding must also rapidly adapt their properties…”
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Rhythms of human attention and memory: An embedded process perspective by Köster, Moritz, Gruber, Thomas

“…) attentional sampling (integrating and segregating information processing), (2) mnemonic updating (implementing…”
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Unifying sparse coding, predictive coding, and divisive normalization by Lian, Yanbo, Burkitt, Anthony N.

“… This two-layer model is constructed in a way that implements sparse coding with a network structure that is constructed by implementing predictive coding…”
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A Predictive Coding Account for Chaotic Itinerancy by Annabi, Louis, Pitti, Alexandre, Quoy, Mathias

“… In this study, we draw a connection between this phenomenon and the predictive coding theory by showing how a recurrent neural network implementing predictive coding can generate neural trajectories…”
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Lossless to Lossy Dual-Tree BEZW Compression for Hyperspectral Images by Kai-jen Cheng, Dill, Jeffrey

“… The 3-D BEZW algorithm compresses hyperspectral images by implementing progressive bitplane coding…”
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Emergence of sparse coding, balance and decorrelation from a biologically-grounded spiking neural network model of learning in the primary visual cortex by Ruslim, Marko A., Spencer, Martin J., Hogendoorn, Hinze, Meffin, Hamish, Lian, Yanbo, Burkitt, Anthony N.

“…Many experimental and computational studies deal with sparseness, balance, and decorrelation in neural networks and explain the presence of these properties as…”
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Validity of the AHRQ Patient Safety Indicator "central venous catheter-related bloodstream infections" by Cevasco, Marisa, Borzecki, Ann M, O'Brien, William J, Chen, Qi, Shin, Marlena H, Itani, Kamal M F, Rosen, Amy K

“… We determined the validity of this PSI by calculating its positive predictive value…”
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Pengenalan Individu Berdasarkan Gait Menggunakan Sensor Giroskop by Annas, Muhammad Satya, Rizal, Achmad, Atmaja, Ratri Dwi

“… The gait data is processed and analyzed by implementing Linear Predictive Coding (LPC) and k-Nearest Neighbour (k-NN…”
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On the role of feedback in image recognition under noise and adversarial attacks: A predictive coding perspective by Alamia, Andrea, Mozafari, Milad, Choksi, Bhavin, VanRullen, Rufin

“… We consider deep convolutional networks (CNNs) as models of feed-forward visual processing and implement Predictive Coding (PC…”
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Nonhuman rationality: a predictive coding perspective by Hung, Tzu-Wei

“…How can we rethink ‘rationality’ in the wake of animal and artificial intelligence studies? Can nonhuman systems be rational in any nontrivial sense? In this…”
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An Introduction to Predictive Processing Models of Perception and Decision‐Making by Sprevak, Mark, Smith, Ryan

“…‐date introduction to the two most influential theories within this framework: predictive coding and active inference…”
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Implementation of Voice Excited Linear Predictive (VELP) Coding on TMS320C6713 DSP Kit by Singh, Aditya Vikram, Sharma, Shekhar

“… The paper presents real-time analysis of Voice Excited Linear Predictive (VELP) coding by implementing it on TMS320C6713 Digital Signal Processing (DSP…”
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Predictive Coding with Neural Transmission Delays: A Real-Time Temporal Alignment Hypothesis by Hogendoorn, Hinze, Burkitt, Anthony N.

“…Hierarchical predictive coding is an influential model of cortical organization, in which sequential hierarchical levels are connected by backward connections carrying predictions, as well as forward…”
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Interactions of Medial and Lateral Prefrontal Cortex in Hierarchical Predictive Coding by Alexander, William H., Womelsdorf, Thilo

“… suggesting complementary roles in (i) signaling the need for and implementing control, (ii) identifying and selecting appropriate behavioral policies from a candidate set…”
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CNN-based image predictive coding by Tang Tang, Tetzlaff, Ronald

“…In this work the feasibility of implementing Cellular Neural Networks (CNN) for image predictive coding is investigated…”
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Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects by Rao, Rajesh P. N., Ballard, Dana H.

“… When exposed to natural images, a hierarchical network of model neurons implementing such a model developed simple-cell-like receptive fields…”
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