Neuroscience

Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024 A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation ICLR 2023 A Soma Segmentation Benchmark in Full Adult Fly Brain CVPR 2023 A Spectral Theory of Neural Prediction and Alignment NeurIPS 2023 AudioEar: Single-View Ear Reconstruction for Personalized Spatial Audio AAAI 2023 A Unified, Scalable Framework for Neural Population Decoding NeurIPS 2023 Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis NeurIPS 2023 Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images NeurIPS 2023 Brain encoding models based on multimodal transformers can transfer across language and vision NeurIPS 2023 Brant: Foundation Model for Intracranial Neural Signal NeurIPS 2023 Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry NeurIPS 2023 Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain AAAI 2023 Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse AAAI 2023 EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks NeurIPS 2023 Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NeurIPS 2023 Hierarchical VAEs provide a normative account of motion processing in the primate brain NeurIPS 2023 How does the brain process syntactic structure while listening? ACL 2023 JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing EMNLP 2023 Learning Time-Invariant Representations for Individual Neurons from Population Dynamics NeurIPS 2023 Mapping Brains with Language Models: A Survey ACL 2023 Neural Integro-Differential Equations AAAI 2023 Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex NeurIPS 2023 Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks CVPR 2023 "Seeing" Electric Network Frequency From Events CVPR 2023 Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells NeurIPS 2023