Luziwei Leng

Orcid: 0000-0002-9344-8589

According to our database1, Luziwei Leng authored at least 16 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models.
CoRR, 2024

Evolutionary Spiking Neural Networks: A Survey.
CoRR, 2024

Benchmarking Neural Decoding Backbones towards Enhanced On-edge iBCI Applications.
CoRR, 2024

Towards Scalable GPU-Accelerated SNN Training via Temporal Fusion.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023
Automotive Object Detection via Learning Sparse Events by Temporal Dynamics of Spiking Neurons.
CoRR, 2023

Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference.
CoRR, 2023

Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network.
CoRR, 2023

Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Cortical oscillations support sampling-based computations in spiking neural networks.
PLoS Comput. Biol., 2022

Differentiable hierarchical and surrogate gradient search for spiking neural networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Discrete time convolution for fast event-based stereo.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2020
Solving Machine Learning Problems with Biological Principles.
PhD thesis, 2020

2018
Generative models on accelerated neuromorphic hardware.
CoRR, 2018

2017
Spiking neurons with short-term synaptic plasticity form superior generative networks.
CoRR, 2017


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