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neural dynamics

33 papers

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Co-occurring keywords

recurrent neural network (1790) dynamical system (398) continuous attractor neural network (4) continuous attractor (6) attractor network (7) neural network (6616) dimensionality reduction (720) neuron modeling (3) convex optimization (1320) bayesian inference (1904)

Papers

Particle-Grid Neural Dynamics for Learning Deformable Object Models from RGB-D Videos RSS 2025
Inference of Neural Dynamics Using Switching Recurrent Neural Networks NIPS 2024
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes NIPS 2024
AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation RSS 2024
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
Structured flexibility in recurrent neural networks via neuromodulation NIPS 2024
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models NIPS 2024
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NIPS 2024
Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics NIPS 2023
Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics ICML 2023
Model-Based Control with Sparse Neural Dynamics NIPS 2023
Low Tensor Rank Learning of Neural Dynamics NIPS 2023
CORNN: Convex optimization of recurrent neural networks for rapid inference of neural dynamics NIPS 2023
Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023
Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells NIPS 2022
Targeted Neural Dynamical Modeling NIPS 2021
Bubblewrap: Online tiling and real-time flow prediction on neural manifolds NIPS 2021
A general recurrent state space framework for modeling neural dynamics during decision-making ICML 2020
Neural Dynamics and Gamma Oscillation on a Hybrid Excitatory-Inhibitory Complex Network (Student Abstract) AAAI 2020
Universality and individuality in neural dynamics across large populations of recurrent networks NIPS 2019
A unified theory for the origin of grid cells through the lens of pattern formation NIPS 2019
Cross-Spectral Factor Analysis NIPS 2017
Targeting EEG/LFP Synchrony with Neural Nets NIPS 2017
Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments NIPS 2015
Spike Frequency Adaptation Implements Anticipative Tracking in Continuous Attractor Neural Networks NIPS 2014