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Neuroscience

339 directly classified papers

Papers per year

Papers

Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NIPS 2024
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NIPS 2024
Active learning of neural population dynamics using two-photon holographic optogenetics NIPS 2024
Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences NIPS 2024
Poisson Variational Autoencoder NIPS 2024
realSEUDO for real-time calcium imaging analysis NIPS 2024
A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024
Model Based Inference of Synaptic Plasticity Rules NIPS 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NIPS 2024
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NIPS 2024
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024
A Soma Segmentation Benchmark in Full Adult Fly Brain CVPR 2023
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain AAAI 2023
Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images NIPS 2023
A Spectral Theory of Neural Prediction and Alignment NIPS 2023
AudioEar: Single-View Ear Reconstruction for Personalized Spatial Audio AAAI 2023
Towards robust and generalizable representations of extracellular data using contrastive learning NIPS 2023
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse AAAI 2023
The neural dynamics of word recognition and integration EMNLP 2023
A Unified, Scalable Framework for Neural Population Decoding NIPS 2023
Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks CVPR 2023
Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NIPS 2023
Mapping Brains with Language Models: A Survey ACL 2023