Neuroscience

SwiFT: Swin 4D fMRI Transformer NeurIPS 2023 The neural dynamics of word recognition and integration EMNLP 2023 Towards robust and generalizable representations of extracellular data using contrastive learning NeurIPS 2023 Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies NeurIPS 2023 Action-modulated midbrain dopamine activity arises from distributed control policies NeurIPS 2022 Aligning individual brains with fused unbalanced Gromov Wasserstein NeurIPS 2022 Assemblies of neurons learn to classify well-separated distributions COLT 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers NeurIPS 2022 Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules NeurIPS 2022 Biologically Inspired Dynamic Thresholds for Spiking Neural Networks NeurIPS 2022 Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators NeurIPS 2022 Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022 Curriculum learning as a tool to uncover learning principles in the brain ICLR 2022 Decoding Part-of-Speech from Human EEG Signals ACL 2022 Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior NeurIPS 2022 Fast topological clustering with Wasserstein distance ICLR 2022 Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses NeurIPS 2022 Learning Chaotic Dynamics in Dissipative Systems NeurIPS 2022 Learning low-dimensional generalizable natural features from retina using a U-net NeurIPS 2022 Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion AAAI 2022 Model inclusion lattice of coloured Gaussian graphical models for paired data PGM 2022 Natural gradient enables fast sampling in spiking neural networks NeurIPS 2022 Natural image synthesis for the retina with variational information bottleneck representation NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit NeurIPS 2022