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Hardware implementation of memristor-based artificial neural networks

Nature communications, 2024-03, Vol.15 (1), p.1974-1974, Article 1974

2024

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Bit-Plane Extracted Moving-Object Detection Using Memristive Crossbar-CAM Arrays for Edge Computing Image Devices

IEEE access, 2018-01, Vol.6, p.18954-18966

2018

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Automating Analogue AI Chip Design with Genetic Search

Advanced intelligent systems, 2020-08, Vol.2 (8), p.n/a

2020

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Learning in Memristive Neural Network Architectures Using Analog Backpropagation Circuits

IEEE transactions on circuits and systems. I, Regular papers, 2019-02, Vol.66 (2), p.719-732

2019

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Neuromemristive Circuits for Edge Computing: A Review

IEEE transaction on neural networks and learning systems, 2020-01, Vol.31 (1), p.4-23

2020

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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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Feature extraction without learning in an analog spatial pooler memristive-CMOS circuit design of hierarchical temporal memory

Analog integrated circuits and signal processing, 2018-06, Vol.95 (3), p.457-465

2018

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A memristor-based long short term memory circuit

Analog integrated circuits and signal processing, 2018-06, Vol.95 (3), p.467-472

2018

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Towards Efficient In-memory Computing Hardware for Quantized Neural Networks: State-of-the-art, Open Challenges and Perspectives

IEEE transactions on nanotechnology, 2023-01, Vol.22, p.1-10

2023

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Recursive Threshold Logic-A Bioinspired Reconfigurable Dynamic Logic System With Crossbar Arrays

IEEE transactions on biomedical circuits and systems, 2020-12, Vol.14 (6), p.1311-1322

2020

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Who is the Winner? Memristive-CMOS Hybrid Modules: CNN-LSTM Versus HTM

IEEE transactions on biomedical circuits and systems, 2020-04, Vol.14 (2), p.164-172

2020

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Inference Dropouts in Binary Weighted Analog Memristive Crossbar

IEEE transactions on nanotechnology, 2022, Vol.21, p.271-277

2022

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Memristive Non-Idealities: Is there any Practical Implications for Designing Neural Network Chips?

2019 IEEE International Symposium on Circuits and Systems (ISCAS), 2019, p.1-5

2019

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Analog Backpropagation Learning Circuits for Memristive Crossbar Neural Networks

2018 IEEE International Symposium on Circuits and Systems (ISCAS), 2018, p.1-5

2018

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Hierarchical Temporal Memory Using Memristor Networks: A Survey

IEEE transactions on emerging topics in computational intelligence, 2018-10, Vol.2 (5), p.380-395

2018

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Real-Time Analog Pixel-to-Pixel Dynamic Frame Differencing with Memristive Sensing Circuits

2018 IEEE SENSORS, 2018, p.1-4

2018

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On-chip face recognition system design with memristive Hierarchical Temporal Memory

Journal of intelligent & fuzzy systems, 2018-01, Vol.34 (3), p.1393-1402

2018

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Automating Analogue AI Chip Design with Genetic Search

Advanced intelligent systems, 2020-08, Vol.2 (8), p.n/a

2020

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Learning Algorithms and Implementation

Deep Learning Classifiers with Memristive Networks, p.91-102

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Memristive Deep Convolutional Neural Networks

Deep Learning Classifiers with Memristive Networks, p.131-137

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Neural architecture search for in-memory computing-based deep learning accelerators

Nature Reviews Electrical Engineering, 2024-05

2024

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Memristors: Properties, Models, Materials

Deep Learning Classifiers with Memristive Networks, p.13-40

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Memristive Hierarchical Temporal Memory

Deep Learning Classifiers with Memristive Networks, p.181-194

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HTM Theory

Deep Learning Classifiers with Memristive Networks, p.169-180

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Notice of Retraction: Perceptron Linear Activation Function Design with CMOS-Memristive Circuits

2018 International Conference on Computing and Network Communications (CoCoNet), 2018, p.231-234

2018

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Hardware implementation of memristor-based artificial neural networks

Bit-Plane Extracted Moving-Object Detection Using Memristive Crossbar-CAM Arrays for Edge Computing Image Devices

Automating Analogue AI Chip Design with Genetic Search

Learning in Memristive Neural Network Architectures Using Analog Backpropagation Circuits

Neuromemristive Circuits for Edge Computing: A Review

Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition

Feature extraction without learning in an analog spatial pooler memristive-CMOS circuit design of hierarchical temporal memory

A memristor-based long short term memory circuit

Towards Efficient In-memory Computing Hardware for Quantized Neural Networks: State-of-the-art, Open Challenges and Perspectives

Recursive Threshold Logic-A Bioinspired Reconfigurable Dynamic Logic System With Crossbar Arrays

Who is the Winner? Memristive-CMOS Hybrid Modules: CNN-LSTM Versus HTM

Inference Dropouts in Binary Weighted Analog Memristive Crossbar

Memristive Non-Idealities: Is there any Practical Implications for Designing Neural Network Chips?

Analog Backpropagation Learning Circuits for Memristive Crossbar Neural Networks

Hierarchical Temporal Memory Using Memristor Networks: A Survey

Real-Time Analog Pixel-to-Pixel Dynamic Frame Differencing with Memristive Sensing Circuits

On-chip face recognition system design with memristive Hierarchical Temporal Memory

Automating Analogue AI Chip Design with Genetic Search

Learning Algorithms and Implementation

Memristive Deep Convolutional Neural Networks

Neural architecture search for in-memory computing-based deep learning accelerators

Memristors: Properties, Models, Materials

Memristive Hierarchical Temporal Memory

HTM Theory

Notice of Retraction: Perceptron Linear Activation Function Design with CMOS-Memristive Circuits

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