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Deep Learning Enhancing Performance Using Support Vector Machine HTM Cortical Learning Algorithm

Journal of physics. Conference series, 2021-07, Vol.1963 (1), p.12144

2021

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A Distributed Anomaly Detection System for In-Vehicle Network Using HTM

IEEE access, 2018-01, Vol.6, p.9091-9098

2018

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A Robot Obstacle Avoidance Method based on Random Forest HTM Cortical Learning Algorithm

Webology, 2020-12, Vol.17 (2), p.788-803

Abdulkadium, Ahmed Mahdi

2020

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Improving deep learning performance using random forest HTM cortical learning algorithm

2018 First International Workshop on Deep and Representation Learning (IWDRL), 2018, p.13-18

Abbas, Mohamed AbdElhamid

2018

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An Evaluation of HTM and LSTM for Short-Term Arterial Traffic Flow Prediction

IEEE transactions on intelligent transportation systems, 2019-05, Vol.20 (5), p.1847-1857

2019

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Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition

IEEE transactions on computer-aided design of integrated circuits and systems, 2018-06, Vol.37 (6), p.1143-1156

2018

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GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos

Sensors (Basel, Switzerland), 2023-02, Vol.23 (4), p.2087

2023

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Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems

IEEE transactions on industrial informatics, 2021-12, Vol.17 (12), p.7980-7990

2021

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Hierarchical Temporal Memory Based on Spin-Neurons and Resistive Memory for Energy-Efficient Brain-Inspired Computing

IEEE transaction on neural networks and learning systems, 2016-09, Vol.27 (9), p.1907-1919

2016

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Hierarchical Temporal Memory Continuous Learning Algorithms for Fire State Determination

Fire technology, 2021-11, Vol.57 (6), p.2905-2928

2021

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Neuromorphic Architecture for the Hierarchical Temporal Memory

IEEE transactions on emerging topics in computational intelligence, 2019-02, Vol.3 (1), p.4-14

2019

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Performance Comparison of Different HTM-Spatial Pooler Algorithms Based on Information-Theoretic Measures

Neural processing letters, 2024-02, Vol.56 (2), p.44, Article 44

2024

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Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition

IEEE transactions on systems, man, and cybernetics. Systems, 2022-03, Vol.52 (3), p.1901-1915

2022

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HyTM-AP Hybrid Transactional Memory Scheme Using Abort Prediction and Adaptive Retry Policy for Multi-Core In-Memory Databases

Journal of database management, 2022-01, Vol.33 (1), p.1-22

2022

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Information-theoretic analysis of Hierarchical Temporal Memory-Spatial Pooler algorithm with a new upper bound for the standard information bottleneck method

Frontiers in computational neuroscience, 2023-06, Vol.17, p.1140782-1140782

2023

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High throughput microscopy: from raw images to discoveries

Journal of cell science, 2007-11, Vol.120 (21), p.3715-3722

2007

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Improved Hierarchical Temporal Memory for Online Prediction of Ocean Time Series Data

Journal of marine science and engineering, 2024-04, Vol.12 (4), p.574

2024

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Hierarchical Temporal Memory Theory Approach to Stock Market Time Series Forecasting

Electronics (Basel), 2021-07, Vol.10 (14), p.1630

2021

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Advances in Public Transport Platform for the Development of Sustainability Cities

2022

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Fault Prediction and Recovery Using Machine Learning Techniques and the HTM Algorithm in Vehicular Network Environment

IEEE open journal of intelligent transportation systems, 2024, Vol.5, p.132-145

2024

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A New Real Time Clinical Decision Support System Using Machine Learning for Critical Care Units

IEEE access, 2020, Vol.8, p.185676-185687

2020

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Discrete‐level memristive circuits for HTM‐based spatiotemporal data classification system

IET cyber-physical systems, 2018-03, Vol.3 (1), p.34-43

2018

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A New Algorithm for the Identification of CNC Geometric Errors

Procedia CIRP, 2016, Vol.56, p.293-298

2016

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Online Intrusion Scenario Discovery and Prediction Based on Hierarchical Temporal Memory (HTM)

Applied sciences, 2020-04, Vol.10 (7), p.2596

2020

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Detection of activities by wireless sensors for daily life surveillance: eating and drinking

Sensors (Basel, Switzerland), 2009-03, Vol.9 (3), p.1499-1517

2009

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Deep Learning Enhancing Performance Using Support Vector Machine HTM Cortical Learning Algorithm

A Distributed Anomaly Detection System for In-Vehicle Network Using HTM

A Robot Obstacle Avoidance Method based on Random Forest HTM Cortical Learning Algorithm

Improving deep learning performance using random forest HTM cortical learning algorithm

An Evaluation of HTM and LSTM for Short-Term Arterial Traffic Flow Prediction

Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition

GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos

Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems

Hierarchical Temporal Memory Based on Spin-Neurons and Resistive Memory for Energy-Efficient Brain-Inspired Computing

Hierarchical Temporal Memory Continuous Learning Algorithms for Fire State Determination

Neuromorphic Architecture for the Hierarchical Temporal Memory

Performance Comparison of Different HTM-Spatial Pooler Algorithms Based on Information-Theoretic Measures

Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition

HyTM-AP Hybrid Transactional Memory Scheme Using Abort Prediction and Adaptive Retry Policy for Multi-Core In-Memory Databases

Information-theoretic analysis of Hierarchical Temporal Memory-Spatial Pooler algorithm with a new upper bound for the standard information bottleneck method

High throughput microscopy: from raw images to discoveries

Improved Hierarchical Temporal Memory for Online Prediction of Ocean Time Series Data

Hierarchical Temporal Memory Theory Approach to Stock Market Time Series Forecasting

Advances in Public Transport Platform for the Development of Sustainability Cities

Fault Prediction and Recovery Using Machine Learning Techniques and the HTM Algorithm in Vehicular Network Environment

A New Real Time Clinical Decision Support System Using Machine Learning for Critical Care Units

Discrete‐level memristive circuits for HTM‐based spatiotemporal data classification system

A New Algorithm for the Identification of CNC Geometric Errors

Online Intrusion Scenario Discovery and Prediction Based on Hierarchical Temporal Memory (HTM)

Detection of activities by wireless sensors for daily life surveillance: eating and drinking

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