% Key papers for Synaptic plasticity learning rules (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{iclr2018_emergence_28397, title = {{Emergence of grid-like representations by training recurrent neural networks to perform spatial localization}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/245}, } @inproceedings{aaai2018_cascade_101284, title = {{Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11496}, } @inproceedings{iclr2017_multilayer_28273, title = {{Multilayer Recurrent Network Models of Primate Retinal Ganglion Cell Responses}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2017}, url = {https://openreview.net/forum?id=HkEI22jeg}, } @inproceedings{neurips2019_a_57853, title = {{A unified theory for the origin of grid cells through the lens of pattern formation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/14583}, } @inproceedings{neurips2018_the_57702, title = {{The emergence of multiple retinal cell types through efficient coding of natural movies}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11894}, } @inproceedings{iclr2019_backpropamine_29131, title = {{Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2019}, url = {https://iclr.cc/virtual/2019/poster/926}, } @inproceedings{neurips2018_improved_57226, title = {{Improved Expressivity Through Dendritic Neural Networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11772}, } @inproceedings{neurips2017_toward_56729, title = {{Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/9042}, } @inproceedings{neurips2022_efficient_65986, title = {{Efficient coding, channel capacity, and the emergence of retinal mosaics}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/52934}, } @inproceedings{neurips2016_a_55549, title = {{A forward model at Purkinje cell synapses facilitates cerebellar anticipatory control}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2016}, url = {https://nips.cc/virtual/2016/poster/6894}, } @inproceedings{aaai2024_joint_6363, title = {{Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27771}, } @inproceedings{cvpr2020_learning_15775, title = {{Learning Nanoscale Motion Patterns of Vesicles in Living Cells}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{neurips2024_time_73485, title = {{Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93988}, } @inproceedings{aaai2024_ma_6561, title = {{MA-Net: Rethinking Neural Unit in the Light of Astrocytes}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27975}, } @inproceedings{neurips2017_detrended_56251, title = {{Detrended Partial Cross Correlation for Brain Connectivity Analysis}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/8883}, } @inproceedings{neurips2020_identifying_60040, title = {{Identifying Learning Rules From Neural Network Observables}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18284}, } @inproceedings{neurips2020_learning_60208, title = {{Learning efficient task-dependent representations with synaptic plasticity}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18962}, } @inproceedings{icml2022_short_41173, title = {{Short-Term Plasticity Neurons Learning to Learn and Forget}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2022}, url = {https://icml.cc/virtual/2022/poster/18309}, } @inproceedings{neurips2022_the_65479, title = {{The computational and learning benefits of Daleian neural networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/53358}, } @inproceedings{aaai2022_planning_2553, title = {{Planning with Biological Neurons and Synapses}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/00021-planning-with-biological-neurons-and-synapses/}, } @inproceedings{neurips2024_miso_71355, title = {{MiSO: Optimizing brain stimulation to create neural activity states}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95894}, } @inproceedings{neurips2024_binding_71551, title = {{Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95714}, } @inproceedings{neurips2025_remi_76626, title = {{REMI: Reconstructing Episodic Memory During Internally Driven Path Planning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=LPWzV8zrgj}, } @inproceedings{neurips2024_trading_72149, title = {{Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95187}, } @inproceedings{iclr2026_from_84952, title = {{From movement to cognitive maps: recurrent neural networks reveal how locomotor development shapes hippocampal spatial coding}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=8bM7MkxJee}, } @inproceedings{neurips2026_quasi_94614, title = {{Quasi-Linear ICA for Motor Unit Decomposition during Dynamic Contractions}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/150445}, } @inproceedings{aaai2025_functional_9257, title = {{Functional Connectomes of Neural Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34265}, } @inproceedings{icml2024_convseq_44112, title = {{convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34340}, } @inproceedings{icml2024_morphgrower_44716, title = {{MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33736}, } @inproceedings{icml2026_hyperbolic_52490, title = {{Hyperbolic neural population geometry benefits computation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=WXNjDNDnpy}, } @inproceedings{neurips2024_the_72127, title = {{The motion planning neural circuit in goal-directed navigation as Lie group operator search}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95206}, } @inproceedings{neurips2024_realseudo_72704, title = {{realSEUDO for real-time calcium imaging analysis}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94683}, } @inproceedings{neurips2024_discovering_73856, title = {{Discovering plasticity rules that organize and maintain neural circuits}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93653}, } @inproceedings{neurips2025_memory_75207, title = {{Memory by accident: a theory of learning as a byproduct of network stabilization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=5TWdcO9h4O}, } @inproceedings{neurips2025_bounds_75476, title = {{Bounds on the computational complexity of neurons due to dendritic morphology}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=8ROJA0ty0V}, } @inproceedings{neurips2025_volume_77275, title = {{Volume Transmission Implements Context Factorization to Target Online Credit Assignment and Enable Compositional Generalization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=S9Y89poypx}, } @inproceedings{neurips2025_spint_77801, title = {{SPINT: Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=XjayhGBraW}, }