neural activity

NeuroFlow: Toward Unified Visual Encoding and Decoding from Neural Activity CVPR 2026 Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025 In vivo cell-type and brain region classification via multimodal contrastive learning ICLR 2025 Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis AAAI 2025 Neural Encoding and Decoding at Scale ICML 2025 Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity ICLR 2025 ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets NeurIPS 2024 MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NeurIPS 2024 realSEUDO for real-time calcium imaging analysis NeurIPS 2024 Towards robust and generalizable representations of extracellular data using contrastive learning NeurIPS 2023 Across-animal odor decoding by probabilistic manifold alignment NeurIPS 2021 Charting and Navigating the Space of Solutions for Recurrent Neural Networks NeurIPS 2021 Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity NeurIPS 2021 Fitting summary statistics of neural data with a differentiable spiking network simulator NeurIPS 2021 Human Sentence Processing: Recurrence or Attention? NAACL 2021 Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE NeurIPS 2020 Synthesizing realistic neural population activity patterns using Generative Adversarial Networks ICLR 2018 Fast amortized inference of neural activity from calcium imaging data with variational autoencoders NeurIPS 2017 A Bayesian method for reducing bias in neural representational similarity analysis NeurIPS 2016 Neural Responses to Speech-Specific Modulations Derived from a Spectro-Temporal Filter Bank Interspeech 2016 A lattice filter model of the visual pathway NeurIPS 2012 No evidence for active sparsification in the visual cortex NeurIPS 2009 Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG NeurIPS 2008 Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM NeurIPS 2008