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DFR: An Energy-efficient Analog Delay Feedback Reservoir Computing System for Brain-inspired Computing

ACM journal on emerging technologies in computing systems, 2018-12, Vol.14 (4), p.1-22

2018

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Spatial-Temporal Hybrid Neural Network With Computing-in-Memory Architecture

IEEE transactions on circuits and systems. I, Regular papers, 2021-07, Vol.68 (7), p.2850-2862

2021

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A Training-Efficient Hybrid-Structured Deep Neural Network With Reconfigurable Memristive Synapses

IEEE transactions on very large scale integration (VLSI) systems, 2020-01, Vol.28 (1), p.62-75

2020

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Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing

IEEE network, 2022-03, Vol.36 (2), p.175-180

2022

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Energy Efficient Temporal Spatial Information Processing Circuits Based on STDP and Spike Iteration

IEEE transactions on circuits and systems. II, Express briefs, 2020-10, Vol.67 (10), p.1715-1719

2020

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Moving Toward Intelligence: Detecting Symbols on 5G Systems Through Deep Echo State Network

IEEE journal on emerging and selected topics in circuits and systems, 2020-06, Vol.10 (2), p.253-263

2020

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Deep-DFR: A Memristive Deep Delayed Feedback Reservoir Computing System with Hybrid Neural Network Topology

2019 56th ACM/IEEE Design Automation Conference (DAC), 2019, p.1-6

2019

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Detection through deep neural networks: a reservoir computing approach for MIMO-OFDM symbol detection

2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2020, p.1-7

2020

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A Hybrid FPGA-ASIC Delayed Feedback Reservoir System to Enable Spectrum Sensing/Sharing for Low Power IoT Devices ICCAD Special Session Paper

2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2021, p.1-9

2021

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Enabling a new era of brain-inspired computing: energy-efficient spiking neural network with ring topology

Proceedings of the 55th Annual Design Automation Conference, 2018, p.1-6

2018

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Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing

2016 IEEE International Symposium on Circuits and Systems (ISCAS), 2016, p.930-933

2016

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A deep learning based approach for analog hardware implementation of delayed feedback reservoir computing system

2018 19th International Symposium on Quality Electronic Design (ISQED), 2018, p.308-313

2018

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A low-input-voltage wireless power transfer for biomedical implants

2015 IEEE Topical Conference on Biomedical Wireless Technologies, Networks, and Sensing Systems (BioWireleSS), 2015, p.1-3

2015

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High speed and energy efficient deep neural network for edge computing

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019, p.347-349

2019

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Toward Intelligence in Communication Networks: A Deep Learning Identification Strategy for Radio Frequency Fingerprints

2021 22nd International Symposium on Quality Electronic Design (ISQED), 2021, p.204-209

2021

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Low-power Analog and Mixed-signal IC Design of Multiplexing Neural Encoder in Neuromorphic Computing

2021 22nd International Symposium on Quality Electronic Design (ISQED), 2021, p.154-159

2021

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A path to energy-efficient spiking delayed feedback reservoir computing system for brain-inspired neuromorphic processors

2018 19th International Symposium on Quality Electronic Design (ISQED), 2018, p.322-328

2018

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Deep Neural Network Based Speech Recognition Systems Under Noise Perturbations

2020 21st International Symposium on Quality Electronic Design (ISQED), 2020, p.377-382

2020

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Enabling An New Era of Brain-inspired Computing: Energy-efficient Spiking Neural Network with Ring Topology

2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 2018, p.1-6

2018

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Reservoir quality evaluation and prediction in ultra-deep tight sandstones in the Kuqa depression, China

Journal of structural geology, 2023-05, Vol.170, p.104850, Article 104850

2023

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Methanation of CO2 over Yb‑Promoted Ni/Al2O3 Catalysts Prepared by Solution Combustion

Energy & fuels, 2022-05, Vol.36 (10), p.5360-5374

2022

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Methanation of CO 2 over Y b-Promoted Ni/Al 2 O 3 Catalysts Prepared by Solution Combustion

Energy & fuels, 2022-05, Vol.36 (10), p.5360-5374

2022

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ROS-responsive ADPH nanoparticles for image-guided surgery

Frontiers in chemistry, 2023-02, Vol.11, p.1121957-1121957

2023

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Process analysis of a two‐stage fluidized bed gasification system with and without pre‐drying of high‐water content coal

Canadian journal of chemical engineering, 2021-07, Vol.99 (7), p.1498-1509

2021

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Major challenges and recent advances in characterizing biomass thermochemical reactions

Resources Chemicals and Materials, 2024-06, Vol.3 (2), p.146-158

2024

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DFR: An Energy-efficient Analog Delay Feedback Reservoir Computing System for Brain-inspired Computing

Spatial-Temporal Hybrid Neural Network With Computing-in-Memory Architecture

A Training-Efficient Hybrid-Structured Deep Neural Network With Reconfigurable Memristive Synapses

Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing

Energy Efficient Temporal Spatial Information Processing Circuits Based on STDP and Spike Iteration

Moving Toward Intelligence: Detecting Symbols on 5G Systems Through Deep Echo State Network

Deep-DFR: A Memristive Deep Delayed Feedback Reservoir Computing System with Hybrid Neural Network Topology

Detection through deep neural networks: a reservoir computing approach for MIMO-OFDM symbol detection

A Hybrid FPGA-ASIC Delayed Feedback Reservoir System to Enable Spectrum Sensing/Sharing for Low Power IoT Devices ICCAD Special Session Paper

Enabling a new era of brain-inspired computing: energy-efficient spiking neural network with ring topology

Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing

A deep learning based approach for analog hardware implementation of delayed feedback reservoir computing system

A low-input-voltage wireless power transfer for biomedical implants

High speed and energy efficient deep neural network for edge computing

Toward Intelligence in Communication Networks: A Deep Learning Identification Strategy for Radio Frequency Fingerprints

Low-power Analog and Mixed-signal IC Design of Multiplexing Neural Encoder in Neuromorphic Computing

A path to energy-efficient spiking delayed feedback reservoir computing system for brain-inspired neuromorphic processors

Deep Neural Network Based Speech Recognition Systems Under Noise Perturbations

Enabling An New Era of Brain-inspired Computing: Energy-efficient Spiking Neural Network with Ring Topology

Reservoir quality evaluation and prediction in ultra-deep tight sandstones in the Kuqa depression, China

Methanation of CO2 over Yb‑Promoted Ni/Al2O3 Catalysts Prepared by Solution Combustion

Methanation of CO 2 over Y b-Promoted Ni/Al 2 O 3 Catalysts Prepared by Solution Combustion

ROS-responsive ADPH nanoparticles for image-guided surgery

Process analysis of a two‐stage fluidized bed gasification system with and without pre‐drying of high‐water content coal

Major challenges and recent advances in characterizing biomass thermochemical reactions

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