Neuroscience

Retina-Like Visual Image Reconstruction via Spiking Neural Model CVPR 2020 Reverse-engineering recurrent neural network solutions to a hierarchical inference task for mice NeurIPS 2020 Using noise to probe recurrent neural network structure and prune synapses NeurIPS 2020 A neurally plausible model learns successor representations in partially observable environments NeurIPS 2019 A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits NeurIPS 2019 Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019 Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs NeurIPS 2019 Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NeurIPS 2019 Coordinated hippocampal-entorhinal replay as structural inference NeurIPS 2019 From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding ACL 2019 From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction NeurIPS 2019 Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) NeurIPS 2019 Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models ACL 2019 Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity NeurIPS 2019 Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently NeurIPS 2019 Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference NeurIPS 2019 Selecting causal brain features with a single conditional independence test per feature NeurIPS 2019 Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019 Visual Sequence Learning in Hierarchical Prediction Networks and Primate Visual Cortex NeurIPS 2019 Active Fixation Control to Predict Saccade Sequences CVPR 2018 Dendritic cortical microcircuits approximate the backpropagation algorithm NeurIPS 2018 Emotional Prosody Perception in Mandarin-speaking Congenital Amusics Interspeech 2018 Finding syntax in human encephalography with beam search ACL 2018 Incorporating Context into Language Encoding Models for fMRI NeurIPS 2018 Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NeurIPS 2018