neural population activity

Inference of Neural Dynamics Using Switching Recurrent Neural Networks NeurIPS 2024 Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data ICLR 2024 A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation ICLR 2023 STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers NeurIPS 2022 Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations ICML 2021 Identifying signal and noise structure in neural population activity with Gaussian process factor models NeurIPS 2020 Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE NeurIPS 2020 Model-based targeted dimensionality reduction for neuronal population data NeurIPS 2018 Unlocking neural population non-stationarities using hierarchical dynamics models NeurIPS 2015 A Bayesian model for identifying hierarchically organised states in neural population activity NeurIPS 2014 Low-dimensional models of neural population activity in sensory cortical circuits NeurIPS 2014 Correlations strike back (again): the case of associative memory retrieval NeurIPS 2013 Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity NeurIPS 2008