Search Results - predictive coding algorithm

A review of predictive coding algorithms by Spratling, M.W.

“…•Describes five predictive coding algorithms.•Explains how each algorithm is related and how they…”
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An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity by Whittington, James C R, Bogacz, Rafal

“… An effective and well-known algorithm for computing such changes in synaptic weights is the error backpropagation algorithm…”
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Predictive coding algorithms induce brain-like responses in artificial neural networks by Gütlin, Dirk, Auksztulewicz, Ryszard

“…Predictive Coding (PC) is a neuroscientific theory that has inspired a variety of training algorithms for biologically inspired deep neural networks (DNN…”
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Development of a Modified Predictive Coding Algorithm for High-Resolution Image Compression in Real-Time Structural Health Monitoring of Metallic Component by Sivakumar. R.D

“… The research advocates for developing a Modified Predictive Coding (MPC) algorithm which specializes in real-time high-resolution image compression for Structural Health Monitoring (SHM) systems…”
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Linear predictive coding electroencephalography algorithms predict mortality in Parkinson’s disease by Jamshidi, Simin, Espinoza, Arturo I., Heinzman, Jonathan T., May, Patrick, Uc, Ergun Y., Narayanan, Nandakumar S., Dasgupta, Soura

“…•We used two minutes of EEG recordings and the Linear Predictive Coding EEG Algorithm for PD (LEAPD…”
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Linear predictive coding electroencephalography algorithms predict Parkinson's disease mortality using out-of-sample tests by Jamshidi, Simin, Espinoza, Arturo I, Heinzman, Jonathan T, May, Patrick, Uc, Ergun Y, Narayanan, Nandakumar S, Dasgupta, Soura

“… We used electroencephalography (EEG) and the Linear Predictive Coding EEG Algorithm for PD (LEAPD…”
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A Novel Rate Control Algorithm for Onboard Predictive Coding of Multispectral and Hyperspectral Images by Valsesia, Diego, Magli, Enrico

“…Predictive coding is attractive for compression on board of spacecraft due to its low computational complexity, modest memory requirements, and the ability to accurately control quality on a pixel-by-pixel basis…”
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Mycielski Based 2d-Predictive Image Coding Algorithm by Fidan, Mehmet, Gerek, Omer Nezih

“… The proposed prediction algorithm is used for predictive image compression and performance comparisons with other predictive coding methods are presented…”
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Research on Image Compression Algorithm Based on Predictive Residual Coding by Guo, Yujie, Zhou, Wuli, Peng, Xiwei, Meng, Yixuan

“… To solve the above problems, an image compression algorithm based on predictive residual coding is proposed, which divides pixels into blocks according to their characteristics, selects the best one…”
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Model Predictive Control Algorithm for Video Coding and Uplink Delivery in Delay-Critical Applications by Aklouf, Mourad, Dufaux, Frederic, Kieffer, Michel, Leny, Marc

“… embedded in the operated device and its display at the remote controller. This paper introduces a new frame-level video encoder rate control technique for ultra-low-latency video coding and delivery…”
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Analysing Predictive Coding Algorithms for Document Review by Wikhe, Aditi

“… In the legal domain, text classification is referred to as predictive coding or technology assisted review (TAR…”
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A Validation Study: How Predictive Is a Diagnostic Coding Algorithm at Identifying Rheumatic Heart Disease in Western Australian Hospital Data? by Fitz-Gerald, Jordan Ashlea, Ongzalima, Chris Olivia, Ng, Andre, Greenland, Melanie, Sanfilippo, Frank Mario, Hung, Joseph, Katzenellenbogen, Judith Masha

“…’). We aimed to determine the positive predictive value (PPV) for RHD of algorithm-selected hospital admissions…”
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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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An effective compression algorithm for real-time transmission data using predictive coding with mixed models of LSTM and XGBoost by Yan, Zhidan, Wang, Junfei, Sheng, Li, Yang, Zhenyu

“…•An effective compression algorithm was proposed for real-time transmission data…”
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A new lossy compression algorithm for wireless sensor networks using Bayesian predictive coding by Chen, Chen, Zhang, Limao, Tiong, Robert Lee Kong

“… They are less efficient when there are abnormal and faulty measurements or missing data. This paper proposes a new lossy compression approach using the Bayesian predictive coding (BPC…”
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A speech coding algorithm based on predictive coding by Kwong, S., Man, K.F.

“…Summary form only given. A compression algorithm for high quality speech signal using predictive coding techniques is developed…”
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Predictive Coding algorithms induce brain-like responses in Artificial Neural Networks by Gutlin, Dirk C, Auksztulewicz, Ryszard

“…This study explores whether predictive coding (PC) inspired Deep Neural Networks can serve as biologically plausible neural network models of the brain…”
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Linear predictive coding distinguishes spectral EEG features of Parkinson's disease by Anjum, Md Fahim, Dasgupta, Soura, Mudumbai, Raghuraman, Singh, Arun, Cavanagh, James F., Narayanan, Nandakumar S.

“…: Linear-predictive-coding EEG Algorithm for PD (LEAPD). This method efficiently encodes EEG time series into features that can detect PD in a computationally fast manner amenable to real time applications…”
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A Novel Algorithmic Forex Trade and Trend Analysis Framework Based on Deep Predictive Coding Network Optimized with Reptile Search Algorithm by Dash, Swaty, Sahu, Pradip Kumar, Mishra, Debahuti, Mallick, Pradeep Kumar, Sharma, Bharti, Zymbler, Mikhail, Kumar, Sachin

“… a few technical indicators and statistical measures. In the first phase, an optimized deep predictive coding network (DPCN…”
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Balancing prior knowledge and sensory data in a predictive coding model of coherent motion detection by Nemati, Elnaz, Grayden, David B., Burkitt, Anthony N., Zarei Eskikand, Parvin

“…This study introduces a neurobiologically inspired computational model based on the predictive coding algorithm, providing insights into coherent motion detection processes…”
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