Dendritic Localized Learning: Toward Biologically Plausible Algorithm
Fuente:
arXiv
Saved in:
| Main Authors: | Lv, Changze, Xu, Jingwen, Lu, Yiyang, Wang, Xiaohua, Wang, Zhenghua, Xu, Zhibo, Yu, Di, Du, Xin, Zheng, Xiaoqing, Huang, Xuanjing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
by: Lv, Changze, et al.
Published: (2025)
by: Lv, Changze, et al.
Published: (2025)
Towards Biologically Plausible Computing: A Comprehensive Comparison
by: Lv, Changze, et al.
Published: (2024)
by: Lv, Changze, et al.
Published: (2024)
Toward Relative Positional Encoding in Spiking Transformers
by: Lv, Changze, et al.
Published: (2025)
by: Lv, Changze, et al.
Published: (2025)
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
by: Lv, Changze, et al.
Published: (2024)
by: Lv, Changze, et al.
Published: (2024)
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
by: Lv, Changze, et al.
Published: (2024)
by: Lv, Changze, et al.
Published: (2024)
Spiking Convolutional Neural Networks for Text Classification
by: Lv, Changze, et al.
Published: (2024)
by: Lv, Changze, et al.
Published: (2024)
Parallel Training in Spiking Neural Networks
by: Huang, Yanbin, et al.
Published: (2026)
by: Huang, Yanbin, et al.
Published: (2026)
Frequency Matching in Spiking Neural Networks for mmWave Sensing
by: Yu, Di, et al.
Published: (2026)
by: Yu, Di, et al.
Published: (2026)
Biologically-Plausible Topology Improved Spiking Actor Network for Efficient Deep Reinforcement Learning
by: Zhang, Duzhen, et al.
Published: (2024)
by: Zhang, Duzhen, et al.
Published: (2024)
Self-Assembly of a Biologically Plausible Learning Circuit
by: Liao, Qianli, et al.
Published: (2024)
by: Liao, Qianli, et al.
Published: (2024)
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network
by: Lv, Changze, et al.
Published: (2023)
by: Lv, Changze, et al.
Published: (2023)
The Influence of Initial Connectivity on Biologically Plausible Learning
by: Liu, Weixuan, et al.
Published: (2024)
by: Liu, Weixuan, et al.
Published: (2024)
Memory Networks: Towards Fully Biologically Plausible Learning
by: Ruiz, Jacobo, et al.
Published: (2024)
by: Ruiz, Jacobo, et al.
Published: (2024)
Neural Computation Without Slots: Steps Towards Biologically Plausible Memory and Attention in Natural and Artificial Intelligence
by: Bhandarkar, Shaunak, et al.
Published: (2025)
by: Bhandarkar, Shaunak, et al.
Published: (2025)
Biologically Plausible Training of Deep Neural Networks Using a Top-down Credit Assignment Network
by: Chen, Jian-Hui, et al.
Published: (2022)
by: Chen, Jian-Hui, et al.
Published: (2022)
Improved Genetic Algorithm Based on Greedy and Simulated Annealing Ideas for Vascular Robot Ordering Strategy
by: Wang, Zixi, et al.
Published: (2024)
by: Wang, Zixi, et al.
Published: (2024)
Large Language Model Assisted Automated Algorithm Generation and Evolution via Meta-black-box optimization
by: Yang, Xu, et al.
Published: (2025)
by: Yang, Xu, et al.
Published: (2025)
Scalable Dendritic Modeling Advances Expressive and Robust Deep Spiking Neural Networks
by: Huang, Yifan, et al.
Published: (2024)
by: Huang, Yifan, et al.
Published: (2024)
Towards Physical Plausibility in Neuroevolution Systems
by: Cortês, Gabriel, et al.
Published: (2024)
by: Cortês, Gabriel, et al.
Published: (2024)
Cascaded Large-Scale TSP Solving with Unified Neural Guidance: Bridging Local and Population-based Search
by: Lv, Haoze, et al.
Published: (2025)
by: Lv, Haoze, et al.
Published: (2025)
Deep Reinforcement Learning-Assisted Component Auto-Configuration of Differential Evolution Algorithm for Constrained Optimization: A Foundation Model
by: Yang, Xu, et al.
Published: (2025)
by: Yang, Xu, et al.
Published: (2025)
An Ensemble of Evolutionary Algorithms With Both Crisscross Search and Sparrow Search for Processing Inferior Individuals
by: Du, Mingxuan, et al.
Published: (2026)
by: Du, Mingxuan, et al.
Published: (2026)
ShiftLIF: Efficient Multi-Level Spiking Neurons with Power-of-Two Quantization
by: Tang, Kaiwen, et al.
Published: (2026)
by: Tang, Kaiwen, et al.
Published: (2026)
Self-Motivated Growing Neural Network for Adaptive Architecture via Local Structural Plasticity
by: Jia, Yiyang, et al.
Published: (2025)
by: Jia, Yiyang, et al.
Published: (2025)
Sparse Axonal and Dendritic Delays Enable Competitive SNNs for Keyword Classification
by: Bouhadjar, Younes, et al.
Published: (2026)
by: Bouhadjar, Younes, et al.
Published: (2026)
Improving Low-Latency Learning Performance in Spiking Neural Networks via a Change-Perceptive Dendrite-Soma-Axon Neuron
by: Huang, Zeyu, et al.
Published: (2025)
by: Huang, Zeyu, et al.
Published: (2025)
A Detection Region Method-Based Evolutionary Algorithm for Binary Constrained Multiobjective Optimization
by: Huang, Weixiong, et al.
Published: (2024)
by: Huang, Weixiong, et al.
Published: (2024)
SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba
by: Huang, Yulong, et al.
Published: (2025)
by: Huang, Yulong, et al.
Published: (2025)
Multiscale Astrocyte Network Calcium Dynamics for Biologically Plausible Intelligence in Anomaly Detection
by: Iskar, Berk, et al.
Published: (2025)
by: Iskar, Berk, et al.
Published: (2025)
A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search
by: Lv, Zeqiong, et al.
Published: (2024)
by: Lv, Zeqiong, et al.
Published: (2024)
Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks
by: Zheng, Tianyu, et al.
Published: (2024)
by: Zheng, Tianyu, et al.
Published: (2024)
Towards free-response paradigm: a theory on decision-making in spiking neural networks
by: Zhu, Zhichao, et al.
Published: (2024)
by: Zhu, Zhichao, et al.
Published: (2024)
Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks
by: Pes, Lorenzo, et al.
Published: (2024)
by: Pes, Lorenzo, et al.
Published: (2024)
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning
by: Kao, Chia-Hsiang, et al.
Published: (2024)
by: Kao, Chia-Hsiang, et al.
Published: (2024)
CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design
by: Huang, Ziyao, et al.
Published: (2025)
by: Huang, Ziyao, et al.
Published: (2025)
STF: Shallow-Level Temporal Feedback to Enhance Spiking Transformers
by: Zheng, Zeqi, et al.
Published: (2025)
by: Zheng, Zeqi, et al.
Published: (2025)
Analyzing the Expected Hitting Time of Evolutionary Computation-based Neural Architecture Search Algorithms
by: Lv, Zeqiong, et al.
Published: (2022)
by: Lv, Zeqiong, et al.
Published: (2022)
Proven Advantage of Multiobjective Evolutionary Algorithms for Problems with Different Degrees of Conflict
by: Zheng, Weijie
Published: (2024)
by: Zheng, Weijie
Published: (2024)
Octopus Inspired Optimization (OIO): A Hierarchical Framework for Navigating Protein Fitness Landscapes
by: Wang, Xu, et al.
Published: (2024)
by: Wang, Xu, et al.
Published: (2024)
An Experimental Approach for Running-Time Estimation of Multi-objective Evolutionary Algorithms in Numerical Optimization
by: Huang, Han, et al.
Published: (2025)
by: Huang, Han, et al.
Published: (2025)
Similar Items
-
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
by: Lv, Changze, et al.
Published: (2025) -
Towards Biologically Plausible Computing: A Comprehensive Comparison
by: Lv, Changze, et al.
Published: (2024) -
Toward Relative Positional Encoding in Spiking Transformers
by: Lv, Changze, et al.
Published: (2025) -
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
by: Lv, Changze, et al.
Published: (2024) -
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
by: Lv, Changze, et al.
Published: (2024)