% Key papers for Sparse efficient spiking sequence models (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2018_long_57345,
  title = {{Long short-term memory and Learning-to-learn in networks of spiking neurons}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11101},
}

@inproceedings{iclr2021_learning_30502,
  title = {{Learning to live with Dale's principle: ANNs with separate excitatory and inhibitory units}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/3014},
}

@inproceedings{aaai2023_complex_3290,
  title = {{Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25081},
}

@inproceedings{neurips2023_neural_67275,
  title = {{Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72443},
}

@inproceedings{neurips2023_parallel_69631,
  title = {{Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70305},
}

@inproceedings{aaai2025_spikingssms_10823,
  title = {{SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34245},
}

@inproceedings{aaai2023_deep_3429,
  title = {{Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25073},
}

@inproceedings{icml2024_towards_44947,
  title = {{Towards efficient deep spiking neural networks construction with spiking activity based pruning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33505},
}

@inproceedings{neurips2022_biologically_66514,
  title = {{Biologically plausible solutions for spiking networks with efficient coding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/52989},
}

@inproceedings{neurips2022_ltmd_64257,
  title = {{LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54330},
}

@inproceedings{neurips2024_feel_72339,
  title = {{FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95008},
}

@inproceedings{neurips2023_evolving_66705,
  title = {{Evolving Connectivity for Recurrent Spiking Neural Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72923},
}

@inproceedings{neurips2023_sparseprop_70053,
  title = {{SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/69919},
}

@inproceedings{iclr2024_sparse_33469,
  title = {{Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19606},
}

@inproceedings{neurips2025_multiplication_75152,
  title = {{Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=4q5ZYP0ynu},
}

@inproceedings{aaai2020_biologically_100358,
  title = {{Biologically Plausible Sequence Learning with Spiking Neural Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5487},
}

@inproceedings{iclr2023_heterogeneous_32562,
  title = {{Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11083},
}

@inproceedings{icml2024_autaptic_45183,
  title = {{Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33269},
}

@inproceedings{neurips2022_emergence_65464,
  title = {{Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/53651},
}

@inproceedings{neurips2023_eicil_67953,
  title = {{EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71819},
}

@inproceedings{neurips2024_long_72959,
  title = {{Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94454},
}

@inproceedings{neurips2025_hetsyn_77882,
  title = {{HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=YYz4fumVed},
}

@inproceedings{icml2025_efficient_46799,
  title = {{Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45776},
}

@inproceedings{neurips2026_longspike_94339,
  title = {{LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/150236},
}

@inproceedings{iclr2024_dynamic_34096,
  title = {{Dynamic Neural Response Tuning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18979},
}