% Key papers for Bio-inspired spiking neuron models (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2024_spikingbert_7400, title = {{SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28975}, } @inproceedings{neurips2022_glif_65070, title = {{GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/54140}, } @inproceedings{cvpr2022_brain_18390, title = {{Brain-Inspired Multilayer Perceptron With Spiking Neurons}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2024_tc_7470, title = {{TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29625}, } @inproceedings{neurips2021_increasing_61186, title = {{Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27949}, } @inproceedings{neurips2022_biologically_63749, title = {{Biologically Inspired Dynamic Thresholds for Spiking Neural Networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55073}, } @inproceedings{aaai2023_astromorphic_3126, title = {{Astromorphic Self-Repair of Neuromorphic Hardware Systems}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25947}, } @inproceedings{neurips2017_sparse_56678, title = {{Sparse convolutional coding for neuronal assembly detection}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/9150}, } @inproceedings{aaai2024_spiking_7399, title = {{Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29285}, } @inproceedings{cvpr2023_astronet_20405, title = {{AstroNet: When Astrocyte Meets Artificial Neural Network}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22299}, } @inproceedings{neurips2016_efficient_55705, title = {{Efficient and Robust Spiking Neural Circuit for Navigation Inspired by Echolocating Bats}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2016}, url = {https://nips.cc/virtual/2016/poster/7016}, } @inproceedings{iclr2025_p_82204, title = {{P-SPIKESSM: HARNESSING PROBABILISTIC SPIKING STATE SPACE MODELS FOR LONG-RANGE DEPENDENCY TASKS}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/29587}, } @inproceedings{neurips2020_minimax_60320, title = {{Minimax Dynamics of Optimally Balanced Spiking Networks of Excitatory and Inhibitory Neurons}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18106}, } @inproceedings{icml2024_balanced_44915, title = {{Balanced Resonate-and-Fire Neurons}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33537}, } @inproceedings{neurips2024_spike_71103, title = {{Spike-based Neuromorphic Model for Sound Source Localization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96112}, } @inproceedings{neurips2025_learning_78534, title = {{Learning the Plasticity: Plasticity-Driven Learning Framework in Spiking Neural Networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=fllsm01JWS}, } @inproceedings{neurips2025_biooss_78626, title = {{BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal Dynamics}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=gd1Dm1gHhg}, } @inproceedings{neurips2026_from_91006, title = {{From Cortical Synchronous Rhythm to Brain Inspired Learning Mechanism: An Oscillatory Spiking Neural Network with Time-Delayed Coordination}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/151501}, } @inproceedings{aaai2026_dynamic_107794, title = {{Dynamic Weight Adaptation in Spiking Neural Networks Inspired by Biological Homeostasis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/40146}, } @inproceedings{icml2026_lif_55336, title = {{LIF Recurrent Memory Enables Long-Horizon Spiking Computation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=xwQytK4Yio}, } @inproceedings{neurips2025_dendritic_80379, title = {{Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=ywzGKDStrm}, }