Saved in:
| Main Authors: | Pei, Hanyu, Liao, Jing-Xiao, Zhao, Qibin, Gao, Ting, Zhang, Shijun, Zhang, Xiaoge, Fan, Feng-Lei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2506.15715 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks
by: Fan, Feng-Lei, et al.
Published: (2024)
by: Fan, Feng-Lei, et al.
Published: (2024)
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks
by: Spieler, Aaron, et al.
Published: (2023)
by: Spieler, Aaron, et al.
Published: (2023)
Expressiveness of Multi-Neuron Convex Relaxations in Neural Network Certification
by: Mao, Yuhao, et al.
Published: (2024)
by: Mao, Yuhao, et al.
Published: (2024)
Shapley Neuron Values for Continual Learning: Which Neurons Matter Most?
by: Vahedifar, Mohammad Ali, et al.
Published: (2026)
by: Vahedifar, Mohammad Ali, et al.
Published: (2026)
Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
by: Spieler, Aaron, et al.
Published: (2026)
by: Spieler, Aaron, et al.
Published: (2026)
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models
by: Liao, Yi, et al.
Published: (2024)
by: Liao, Yi, et al.
Published: (2024)
TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting
by: Feng, Shibo, et al.
Published: (2025)
by: Feng, Shibo, et al.
Published: (2025)
Harnessing Neuron Stability to Improve DNN Verification
by: Duong, Hai, et al.
Published: (2024)
by: Duong, Hai, et al.
Published: (2024)
Quadratic Neuron-empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection
by: Liao, Jing-Xiao, et al.
Published: (2022)
by: Liao, Jing-Xiao, et al.
Published: (2022)
Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning
by: Lan, Jiahua, et al.
Published: (2025)
by: Lan, Jiahua, et al.
Published: (2025)
NEAT: Concept driven Neuron Attribution in LLMs
by: Kavuri, Vivek Hruday, et al.
Published: (2025)
by: Kavuri, Vivek Hruday, et al.
Published: (2025)
LLM Advertisement based on Neuron Auctions
by: Yun, Peiran, et al.
Published: (2026)
by: Yun, Peiran, et al.
Published: (2026)
Neuralink: Fast LLM Inference on Smartphones with Neuron Co-Activation Linking
by: Wang, Tuowei, et al.
Published: (2024)
by: Wang, Tuowei, et al.
Published: (2024)
Neuronal Attention Circuit (NAC) for Representation Learning
by: Razzaq, Waleed, et al.
Published: (2025)
by: Razzaq, Waleed, et al.
Published: (2025)
ARM: Role-Conditioned Neuron Transplantation for Training-Free Generalist LLM Agent Merging
by: Feng, Zhuoka, et al.
Published: (2026)
by: Feng, Zhuoka, et al.
Published: (2026)
Training Verification-Friendly Neural Networks via Neuron Behavior Consistency
by: Liu, Zongxin, et al.
Published: (2024)
by: Liu, Zongxin, et al.
Published: (2024)
Artificial Kuramoto Oscillatory Neurons
by: Miyato, Takeru, et al.
Published: (2024)
by: Miyato, Takeru, et al.
Published: (2024)
Rethinking the Function of Neurons in KANs
by: Altarabichi, Mohammed Ghaith
Published: (2024)
by: Altarabichi, Mohammed Ghaith
Published: (2024)
SAFR: Neuron Redistribution for Interpretability
by: Chang, Ruidi, et al.
Published: (2025)
by: Chang, Ruidi, et al.
Published: (2025)
Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution
by: Haider, Muhammad Umair, et al.
Published: (2025)
by: Haider, Muhammad Umair, et al.
Published: (2025)
Neuronal Stochastic Attention Circuit (NSAC) for Probabilistic Representation Learning
by: Razzaq, Waleed, et al.
Published: (2026)
by: Razzaq, Waleed, et al.
Published: (2026)
On the Stability of Expressive Positional Encodings for Graphs
by: Huang, Yinan, et al.
Published: (2023)
by: Huang, Yinan, et al.
Published: (2023)
Model Fusion via Neuron Transplantation
by: Öz, Muhammed, et al.
Published: (2025)
by: Öz, Muhammed, et al.
Published: (2025)
Wasserstein Distances, Neuronal Entanglement, and Sparsity
by: Sawmya, Shashata, et al.
Published: (2024)
by: Sawmya, Shashata, et al.
Published: (2024)
Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling
by: Zhang, Dehao, et al.
Published: (2025)
by: Zhang, Dehao, et al.
Published: (2025)
NeuronTune: Fine-Grained Neuron Modulation for Balanced Safety-Utility Alignment in LLMs
by: Pan, Birong, et al.
Published: (2025)
by: Pan, Birong, et al.
Published: (2025)
Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge
by: Zhang, Xiaoge, et al.
Published: (2023)
by: Zhang, Xiaoge, et al.
Published: (2023)
Learnable Privacy Neurons Localization in Language Models
by: Chen, Ruizhe, et al.
Published: (2024)
by: Chen, Ruizhe, et al.
Published: (2024)
L-Drive: Beyond a Single Mapping-Latent Context Drives Time Series Forecasting
by: Zhang, Fan, et al.
Published: (2026)
by: Zhang, Fan, et al.
Published: (2026)
Finding Culture-Sensitive Neurons in Vision-Language Models
by: Zhao, Xiutian, et al.
Published: (2025)
by: Zhao, Xiutian, et al.
Published: (2025)
Accelerating Training with Neuron Interaction and Nowcasting Networks
by: Knyazev, Boris, et al.
Published: (2024)
by: Knyazev, Boris, et al.
Published: (2024)
Neuron-centric Hebbian Learning
by: Ferigo, Andrea, et al.
Published: (2024)
by: Ferigo, Andrea, et al.
Published: (2024)
Dissecting Role Cognition in Medical LLMs via Neuronal Ablation
by: Liang, Xun, et al.
Published: (2025)
by: Liang, Xun, et al.
Published: (2025)
Universal Neurons in GPT-2: Emergence, Persistence, and Functional Impact
by: Nandan, Advey, et al.
Published: (2025)
by: Nandan, Advey, et al.
Published: (2025)
Mirror-Neuron Patterns in AI Alignment
by: Wyrick, Robyn
Published: (2025)
by: Wyrick, Robyn
Published: (2025)
Confidence Regulation Neurons in Language Models
by: Stolfo, Alessandro, et al.
Published: (2024)
by: Stolfo, Alessandro, et al.
Published: (2024)
Automatically Finding Rule-Based Neurons in OthelloGPT
by: Singh, Aditya, et al.
Published: (2025)
by: Singh, Aditya, et al.
Published: (2025)
Faithful and Stable Neuron Explanations for Trustworthy Mechanistic Interpretability
by: Yan, Ge, et al.
Published: (2025)
by: Yan, Ge, et al.
Published: (2025)
MIN-Merging: Merge the Important Neurons for Model Merging
by: Liang, Yunfei
Published: (2025)
by: Liang, Yunfei
Published: (2025)
SYNAPSE: Framework for Neuron Analysis and Perturbation in Sequence Encoding
by: Ochoa, Jesús Sánchez, et al.
Published: (2026)
by: Ochoa, Jesús Sánchez, et al.
Published: (2026)
Similar Items
-
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks
by: Fan, Feng-Lei, et al.
Published: (2024) -
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks
by: Spieler, Aaron, et al.
Published: (2023) -
Expressiveness of Multi-Neuron Convex Relaxations in Neural Network Certification
by: Mao, Yuhao, et al.
Published: (2024) -
Shapley Neuron Values for Continual Learning: Which Neurons Matter Most?
by: Vahedifar, Mohammad Ali, et al.
Published: (2026) -
Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
by: Spieler, Aaron, et al.
Published: (2026)