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Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion

International journal of automation and computing, 2023-06, Vol.20 (3), p.435-446

2023

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Detection of Brain Abnormalities from Spontaneous Electroencephalography Using Spiking Neural Network

Intelligent Technologies: Concepts, Applications, and Future Directions, Volume 2, 2023, Vol.1098, p.123-143

2023

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Toward High-Accuracy and Low-Latency Spiking Neural Networks With Two-Stage Optimization

IEEE transaction on neural networks and learning systems, 2023-12, Vol.PP, p.1-15

2023

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Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes

IEEE transaction on neural networks and learning systems, 2022-04, Vol.33 (4), p.1714-1726

2022

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Explainable AI-empowered Neuromorphic Computing Framework for Consumer Healthcare

IEEE transactions on consumer electronics, 2024-08, p.1-1

2024

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G2T-SNN: Fusing Topological Graph and Gaussian Prior Spiking Neural Networks for Tactile Object Recognition

IEEE sensors journal, 2024-06, Vol.24 (12), p.19647-19660

2024

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CAT SNN: Conversion Aware Training for High Accuracy and Hardware Friendly Spiking Neural Networks

IEEE transactions on emerging topics in computing, 2024-08, p.1-13

2024

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Low-Energy Spiking Neural Network using Ge4Sb6Te7 Phase Change Memory Synapses

IEEE electron device letters, 2024-08, p.1-1

2024

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Hyperspectral Image Classification of Brain-Inspired Spiking Neural Network Based on Approximate Derivative Algorithm

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-1

2022

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MASTER: Microphone Array Source Time Difference Eco canceller via Reconstructed Spiking Neural Network

IEEE sensors journal, 2023-06, Vol.23 (11), p.1-1

2023

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A Bidirectional Brain-Machine Interface Featuring a Neuromorphic Hardware Decoder

Frontiers in neuroscience, 2016-12, Vol.10, p.563-563

2016

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Skip-Connected Self-Recurrent Spiking Neural Networks With Joint Intrinsic Parameter and Synaptic Weight Training

Neural computation, 2021-06, Vol.33 (7), p.1886-1913

2021

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Temporal Knowledge Sharing Enable Spiking Neural Network Learning From Past and Future

IEEE transactions on artificial intelligence, 2024-07, Vol.5 (7), p.3524-3534

2024

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Demonstration of Programmable Brain-Inspired Optoelectronic Neuron in Photonic Spiking Neural Network With Neural Heterogeneity

Journal of lightwave technology, 2024-07, Vol.42 (13), p.4542-4552

2024

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Large-Scale Bio-Inspired FPGA Models for Path Planning

IEEE transactions on biomedical circuits and systems, 2024-02, Vol.18 (1), p.51-62

2024

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An SNN-Based Bionic Olfactory Signal Processing Network for Odor Recognition

IEEE sensors journal, 2023-06, Vol.23 (12), p.1-1

2023

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FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network With a Spatiotemporal FPGA Accelerator

IEEE transactions on computer-aided design of integrated circuits and systems, 2024-09, Vol.43 (9), p.2647-2660

2024

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Spiking Neural Networks for Detecting Satellite Internet-of-Things Signals

IEEE transactions on aerospace and electronic systems, 2024-02, Vol.60 (1), p.1-15

2024

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R-SNN: Region-Based Spiking Neural Network for Object Detection

IEEE transactions on cognitive and developmental systems, 2024-06, Vol.16 (3), p.810-817

2024

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MONETA: A Processing-In-Memory-Based Hardware Platform for the Hybrid Convolutional Spiking Neural Network With Online Learning

Frontiers in neuroscience, 2022-04, Vol.16, p.775457-775457

2022

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Simulating a complete Tritonia escape swim network using a novel event-based spiking neural network algorithm

Neural computing & applications, 2023, Vol.35 (2), p.1733-1748

2023

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SURFS: Sustainable IntrUsion Detection with HieraRchical Federated Spiking Neural Networks

ICC 2024 - IEEE International Conference on Communications, 2024, p.2173-2178

2024

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Spiking Neural Network-based Demodulation Scheme for Optoacoustic Communications

ICC 2024 - IEEE International Conference on Communications, 2024, p.2925-2930

2024

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Effects of neural assembles in causal inference based on an entropy-maximization Bayesian neural network

IEEE access, 2024-08, p.1-1

2024

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The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition

Cognitive computation, 2023-07, Vol.15 (4), p.1257-1272

2023

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Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion

Detection of Brain Abnormalities from Spontaneous Electroencephalography Using Spiking Neural Network

Toward High-Accuracy and Low-Latency Spiking Neural Networks With Two-Stage Optimization

Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes

Explainable AI-empowered Neuromorphic Computing Framework for Consumer Healthcare

G2T-SNN: Fusing Topological Graph and Gaussian Prior Spiking Neural Networks for Tactile Object Recognition

CAT SNN: Conversion Aware Training for High Accuracy and Hardware Friendly Spiking Neural Networks

Low-Energy Spiking Neural Network using Ge4Sb6Te7 Phase Change Memory Synapses

Hyperspectral Image Classification of Brain-Inspired Spiking Neural Network Based on Approximate Derivative Algorithm

MASTER: Microphone Array Source Time Difference Eco canceller via Reconstructed Spiking Neural Network

A Bidirectional Brain-Machine Interface Featuring a Neuromorphic Hardware Decoder

Skip-Connected Self-Recurrent Spiking Neural Networks With Joint Intrinsic Parameter and Synaptic Weight Training

Temporal Knowledge Sharing Enable Spiking Neural Network Learning From Past and Future

Demonstration of Programmable Brain-Inspired Optoelectronic Neuron in Photonic Spiking Neural Network With Neural Heterogeneity

Large-Scale Bio-Inspired FPGA Models for Path Planning

An SNN-Based Bionic Olfactory Signal Processing Network for Odor Recognition

FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network With a Spatiotemporal FPGA Accelerator

Spiking Neural Networks for Detecting Satellite Internet-of-Things Signals

R-SNN: Region-Based Spiking Neural Network for Object Detection

MONETA: A Processing-In-Memory-Based Hardware Platform for the Hybrid Convolutional Spiking Neural Network With Online Learning

Simulating a complete Tritonia escape swim network using a novel event-based spiking neural network algorithm

SURFS: Sustainable IntrUsion Detection with HieraRchical Federated Spiking Neural Networks

Spiking Neural Network-based Demodulation Scheme for Optoacoustic Communications

Effects of neural assembles in causal inference based on an entropy-maximization Bayesian neural network

The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition

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