Reliable Brain Tumor Segmentation Based on Spiking Neural Networks with Efficient Training
Fuente:
arXiv
Saved in:
| Main Authors: | Ghiardelli, Aurora Pia, Tang, Guangzhi, Sun, Tao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SU-YOLO: Spiking Neural Network for Efficient Underwater Object Detection
by: Li, Chenyang, et al.
Published: (2025)
by: Li, Chenyang, et al.
Published: (2025)
Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields
by: Lin, Ranxi, et al.
Published: (2025)
by: Lin, Ranxi, et al.
Published: (2025)
Spiking Neural Network as Adaptive Event Stream Slicer
by: Cao, Jiahang, et al.
Published: (2024)
by: Cao, Jiahang, et al.
Published: (2024)
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling
by: Safa, Ali, et al.
Published: (2024)
by: Safa, Ali, et al.
Published: (2024)
Context-aware Sparse Spatiotemporal Learning for Event-based Vision
by: Wang, Shenqi, et al.
Published: (2025)
by: Wang, Shenqi, et al.
Published: (2025)
Autonomous Driving with Spiking Neural Networks
by: Zhu, Rui-Jie, et al.
Published: (2024)
by: Zhu, Rui-Jie, et al.
Published: (2024)
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network
by: Zhang, Rui, et al.
Published: (2023)
by: Zhang, Rui, et al.
Published: (2023)
Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network
by: Cheng, Hao, et al.
Published: (2023)
by: Cheng, Hao, et al.
Published: (2023)
Event-Driven Learning for Spiking Neural Networks
by: Wei, Wenjie, et al.
Published: (2024)
by: Wei, Wenjie, et al.
Published: (2024)
STOP: Spatiotemporal Orthogonal Propagation for Weight-Threshold-Leakage Synergistic Training of Deep Spiking Neural Networks
by: Gao, Haoran, et al.
Published: (2024)
by: Gao, Haoran, et al.
Published: (2024)
Stabilizing Direct Training of Spiking Neural Networks: Membrane Potential Initialization and Threshold-robust Surrogate Gradient
by: Kook, Hyunho, et al.
Published: (2025)
by: Kook, Hyunho, et al.
Published: (2025)
Full Integer Arithmetic Online Training for Spiking Neural Networks
by: Gomez, Ismael, et al.
Published: (2025)
by: Gomez, Ismael, et al.
Published: (2025)
Memory-Free and Parallel Computation for Quantized Spiking Neural Networks
by: Zhang, Dehao, et al.
Published: (2025)
by: Zhang, Dehao, et al.
Published: (2025)
Integer Binary-Range Alignment Neuron for Spiking Neural Networks
by: Ye, Binghao, et al.
Published: (2025)
by: Ye, Binghao, et al.
Published: (2025)
Brain-Inspired Online Adaptation for Remote Sensing with Spiking Neural Network
by: Duan, Dexin, et al.
Published: (2024)
by: Duan, Dexin, et al.
Published: (2024)
ST-FlowNet: An Efficient Spiking Neural Network for Event-Based Optical Flow Estimation
by: Sun, Hongze, et al.
Published: (2025)
by: Sun, Hongze, et al.
Published: (2025)
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition
by: Wang, Yang, et al.
Published: (2024)
by: Wang, Yang, et al.
Published: (2024)
Fully Spiking Neural Networks for Unified Frame-Event Object Tracking
by: Yang, Jingjun, et al.
Published: (2025)
by: Yang, Jingjun, et al.
Published: (2025)
Frozen Backpropagation: Relaxing Weight Symmetry in Deep Spiking Neural Networks
by: Goupy, Gaspard, et al.
Published: (2025)
by: Goupy, Gaspard, et al.
Published: (2025)
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Network
by: Wang, Ziqing, et al.
Published: (2024)
by: Wang, Ziqing, et al.
Published: (2024)
Sharpness-Aware Surrogate Training for On-Sensor Spiking Neural Networks
by: Nicholson, Maximilian
Published: (2026)
by: Nicholson, Maximilian
Published: (2026)
EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks
by: Neumeier, Michael, et al.
Published: (2025)
by: Neumeier, Michael, et al.
Published: (2025)
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
by: Qian, Yuanbin, et al.
Published: (2025)
by: Qian, Yuanbin, et al.
Published: (2025)
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
by: Yao, Man, et al.
Published: (2024)
by: Yao, Man, et al.
Published: (2024)
TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling
by: Zhou, Deming, et al.
Published: (2025)
by: Zhou, Deming, et al.
Published: (2025)
Timestep-Compressed Attack on Spiking Neural Networks through Timestep-Level Backpropagation
by: Kang, Donghwa, et al.
Published: (2025)
by: Kang, Donghwa, et al.
Published: (2025)
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks
by: Shan, Yimeng, et al.
Published: (2025)
by: Shan, Yimeng, et al.
Published: (2025)
Brain-Inspired Efficient Pruning: Exploiting Criticality in Spiking Neural Networks
by: Chen, Shuo, et al.
Published: (2023)
by: Chen, Shuo, et al.
Published: (2023)
ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling
by: Zhan, Qiugang, et al.
Published: (2023)
by: Zhan, Qiugang, et al.
Published: (2023)
Sparse Convolutional Recurrent Learning for Efficient Event-based Neuromorphic Object Detection
by: Wang, Shenqi, et al.
Published: (2025)
by: Wang, Shenqi, et al.
Published: (2025)
Revisiting Direct Encoding: Learnable Temporal Dynamics for Static Image Spiking Neural Networks
by: He, Huaxu
Published: (2025)
by: He, Huaxu
Published: (2025)
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation
by: Lei, Zhenxin, et al.
Published: (2024)
by: Lei, Zhenxin, et al.
Published: (2024)
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition
by: Wang, Xiao, et al.
Published: (2023)
by: Wang, Xiao, et al.
Published: (2023)
GazeSCRNN: Event-based Near-eye Gaze Tracking using a Spiking Neural Network
by: Groenen, Stijn, et al.
Published: (2025)
by: Groenen, Stijn, et al.
Published: (2025)
CADE: Cosine Annealing Differential Evolution for Spiking Neural Network
by: Jiang, Runhua, et al.
Published: (2024)
by: Jiang, Runhua, et al.
Published: (2024)
Efficient Gesture Recognition on Spiking Convolutional Networks Through Sensor Fusion of Event-Based and Depth Data
by: Steffen, Lea, et al.
Published: (2024)
by: Steffen, Lea, et al.
Published: (2024)
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector
by: Zhang, Weixiang, et al.
Published: (2024)
by: Zhang, Weixiang, et al.
Published: (2024)
SNN-PAR: Energy Efficient Pedestrian Attribute Recognition via Spiking Neural Networks
by: Wang, Haiyang, et al.
Published: (2024)
by: Wang, Haiyang, et al.
Published: (2024)
SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks
by: Shi, Xinyu, et al.
Published: (2024)
by: Shi, Xinyu, et al.
Published: (2024)
SpikingRTNH: Spiking Neural Network for 4D Radar Object Detection
by: Paek, Dong-Hee, et al.
Published: (2025)
by: Paek, Dong-Hee, et al.
Published: (2025)
Similar Items
-
SU-YOLO: Spiking Neural Network for Efficient Underwater Object Detection
by: Li, Chenyang, et al.
Published: (2025) -
Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields
by: Lin, Ranxi, et al.
Published: (2025) -
Spiking Neural Network as Adaptive Event Stream Slicer
by: Cao, Jiahang, et al.
Published: (2024) -
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling
by: Safa, Ali, et al.
Published: (2024) -
Context-aware Sparse Spatiotemporal Learning for Event-based Vision
by: Wang, Shenqi, et al.
Published: (2025)