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Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

Proceedings of the IEEE, 2020-04, Vol.108 (4), p.485-532

2020

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Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks

Frontiers in neuroscience, 2018-05, Vol.12, p.331-331

2018

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CIFAR10-DVS: An Event-Stream Dataset for Object Classification

Frontiers in neuroscience, 2017-05, Vol.11, p.309-309

2017

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Rethinking the performance comparison between SNNS and ANNS

Neural networks, 2020-01, Vol.121, p.294-307

2020

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Adaptive Crystallite Kinetics in Homogenous Bilayer Oxide Memristor for Emulating Diverse Synaptic Plasticity

Advanced functional materials, 2018-05, Vol.28 (19), p.n/a

2018

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Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform

IEEE access, 2019, Vol.7, p.127678-127692

2019

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Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain-Computer Interfaces

IEEE access, 2019, Vol.7, p.171431-171451

2019

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Cortical and medullary oxygenation evaluation of kidneys with renal artery stenosis by BOLD-MRI

PloS one, 2022-03, Vol.17 (3), p.e0264630-e0264630

2022

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Brain-inspired global-local learning incorporated with neuromorphic computing

Nature communications, 2022-01, Vol.13 (1), p.65-65, Article 65

2022

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A novel compression approach for truck GPS trajectory data

IET intelligent transport systems, 2021-01, Vol.15 (1), p.74-83

2021

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Identification of Wiener Systems With Clipped Observations

IEEE transactions on signal processing, 2012-07, Vol.60 (7), p.3845-3852

2012

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Volltext

Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics

Nature communications, 2024-01, Vol.15 (1), p.277-277, Article 277

2024

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Minimum-cost control of complex networks

New journal of physics, 2016-01, Vol.18 (1), p.13012

2016

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Analyzing Brain Connectivity in the Mutual Regulation of Emotion-Movement Using Bidirectional Granger Causality

Frontiers in neuroscience, 2020-05, Vol.14, p.369-369

2020

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ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks

Frontiers in neuroscience, 2021-11, Vol.15, p.726582-726582

2021

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A Comprehensive Review of Research Hotspots on Battery Management Systems for UAVs

IEEE access, 2023, Vol.11, p.84636-84650

2023

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A framework for the general design and computation of hybrid neural networks

Nature communications, 2022-06, Vol.13 (1), p.3427-3427, Article 3427

2022

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Effects of Microstate Dynamic Brain Network Disruption in Different Stages of Schizophrenia

IEEE transactions on neural systems and rehabilitation engineering, 2023-01, Vol.31, p.2688-2697

2023

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Phase-change nanoclusters embedded in a memristor for simulating synaptic learning

Nanoscale, 2019-03, Vol.11 (12), p.5684-5692

2019

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Reducing exposure to COVID-19 by improving access to fever clinics: an empirical research of the Shenzhen area of China

BMC health services research, 2021-09, Vol.21 (1), p.1-959, Article 959

2021

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Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey

IEEE/CAA journal of automatica sinica, 2022-02, Vol.9 (2), p.205-234

2022

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Identification of a Class of Nonlinear Autoregressive Models With Exogenous Inputs Based on Kernel Machines

IEEE transactions on signal processing, 2011-05, Vol.59 (5), p.2146-2159

2011

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Volltext

Impact of Lysine Succinylation on the Biology of Fungi

Current issues in molecular biology, 2024-01, Vol.46 (2), p.1020-1046

2024

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Convergence of normalized iterative identification of Hammerstein systems

Systems & control letters, 2011-11, Vol.60 (11), p.929-935

2011

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Upregulated Expression of TUBA1C Predicts Poor Prognosis and Promotes Oncogenesis in Pancreatic Ductal Adenocarcinoma via Regulating the Cell Cycle

Frontiers in oncology, 2020-02, Vol.10, p.49-49

2020

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Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks

CIFAR10-DVS: An Event-Stream Dataset for Object Classification

Rethinking the performance comparison between SNNS and ANNS

Adaptive Crystallite Kinetics in Homogenous Bilayer Oxide Memristor for Emulating Diverse Synaptic Plasticity

Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform

Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain-Computer Interfaces

Cortical and medullary oxygenation evaluation of kidneys with renal artery stenosis by BOLD-MRI

Brain-inspired global-local learning incorporated with neuromorphic computing

A novel compression approach for truck GPS trajectory data

Identification of Wiener Systems With Clipped Observations

Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics

Minimum-cost control of complex networks

Analyzing Brain Connectivity in the Mutual Regulation of Emotion-Movement Using Bidirectional Granger Causality

ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks

A Comprehensive Review of Research Hotspots on Battery Management Systems for UAVs

A framework for the general design and computation of hybrid neural networks

Effects of Microstate Dynamic Brain Network Disruption in Different Stages of Schizophrenia

Phase-change nanoclusters embedded in a memristor for simulating synaptic learning

Reducing exposure to COVID-19 by improving access to fever clinics: an empirical research of the Shenzhen area of China

Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey

Identification of a Class of Nonlinear Autoregressive Models With Exogenous Inputs Based on Kernel Machines

Impact of Lysine Succinylation on the Biology of Fungi

Convergence of normalized iterative identification of Hammerstein systems

Upregulated Expression of TUBA1C Predicts Poor Prognosis and Promotes Oncogenesis in Pancreatic Ductal Adenocarcinoma via Regulating the Cell Cycle

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