neural dynamics

BaB-ND: Long-Horizon Motion Planning with Branch-and-Bound and Neural Dynamics ICLR 2025 CREIMBO: Cross-Regional Ensemble Interactions in Multi-view Brain Observations ICLR 2025 How Foundation Models are Reshaping Non-Invasive Brain–Computer Interfaces: A Case for Novel Human Expression and Alignment NeurIPS 2025 NetFormer: An interpretable model for recovering dynamical connectivity in neuronal population dynamics ICLR 2025 Nonlinear multiregion neural dynamics with parametric impulse response communication channels ICLR 2025 Particle-Grid Neural Dynamics for Learning Deformable Object Models from RGB-D Videos RSS 2025 AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation RSS 2024 Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics JMLR 2024 Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models NeurIPS 2024 Implicit Gaussian process representation of vector fields over arbitrary latent manifolds ICLR 2024 Inference of Neural Dynamics Using Switching Recurrent Neural Networks NeurIPS 2024 Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems ICLR 2024 Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NeurIPS 2024 Spectral Learning of Shared Dynamics Between Generalized-Linear Processes NeurIPS 2024 Structured flexibility in recurrent neural networks via neuromodulation NeurIPS 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NeurIPS 2024 CORNN: Convex optimization of recurrent neural networks for rapid inference of neural dynamics NeurIPS 2023 Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023 Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics ICML 2023 Low Tensor Rank Learning of Neural Dynamics NeurIPS 2023 Model-Based Control with Sparse Neural Dynamics NeurIPS 2023 Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics NeurIPS 2023 Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells NeurIPS 2022 Bubblewrap: Online tiling and real-time flow prediction on neural manifolds NeurIPS 2021 Targeted Neural Dynamical Modeling NeurIPS 2021