Neuroscience

EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NeurIPS 2024 Enhancing Cross-Subject fMRI-to-Video Decoding with Global-Local Functional Alignment ECCV 2024 Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models NeurIPS 2024 Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 Integrating Neural Pathways for Learning in Deep Reinforcement Learning Models AAAI 2024 Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024 Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping ICML 2024 Learning High-Order Relationships of Brain Regions ICML 2024 Leveraging Attractor Dynamics in Spatial Navigation for Better Language Parsing ICML 2024 Model Based Inference of Synaptic Plasticity Rules NeurIPS 2024 Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NeurIPS 2024 MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NeurIPS 2024 One-hot Generalized Linear Model for Switching Brain State Discovery ICLR 2024 Parallel Backpropagation for Shared-Feature Visualization NeurIPS 2024 Parsing neural dynamics with infinite recurrent switching linear dynamical systems ICLR 2024 Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NeurIPS 2024 Poisson Variational Autoencoder NeurIPS 2024 Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience ICML 2024 realSEUDO for real-time calcium imaging analysis NeurIPS 2024 Second-order forward-mode optimization of recurrent neural networks for neuroscience NeurIPS 2024 SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN ICML 2024 Synaptic Weight Distributions Depend on the Geometry of Plasticity ICLR 2024 Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences NeurIPS 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NeurIPS 2024 Unconditional stability of a recurrent neural circuit implementing divisive normalization NeurIPS 2024