Neuroscience

Phase transitions in when feedback is useful NeurIPS 2022 Phoneme transcription of endangered languages: an evaluation of recent ASR architectures in the single speaker scenario ACL 2022 Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022 Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NeurIPS 2022 Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NeurIPS 2022 The computational and learning benefits of Daleian neural networks NeurIPS 2022 Toward a realistic model of speech processing in the brain with self-supervised learning NeurIPS 2022 A mechanistic multi-area recurrent network model of decision-making NeurIPS 2021 A surprisal–duration trade-off across and within the world’s languages EMNLP 2021 A universal probabilistic spike count model reveals ongoing modulation of neural variability NeurIPS 2021 Bias and variance of the Bayesian-mean decoder NeurIPS 2021 Biological learning in key-value memory networks NeurIPS 2021 Can a Fruit Fly Learn Word Embeddings? ICLR 2021 Charting and Navigating the Space of Solutions for Recurrent Neural Networks NeurIPS 2021 Convergence and Alignment of Gradient Descent with Random Backpropagation Weights NeurIPS 2021 Fitting summary statistics of neural data with a differentiable spiking network simulator NeurIPS 2021 High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras CVPR 2021 Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity NeurIPS 2021 Investigating non lexical markers of the language of schizophrenia in spontaneous conversations EMNLP 2021 Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons NeurIPS 2021 Learning Disentangled Behavior Embeddings NeurIPS 2021 Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021 Noisy Adaptation Generates Lévy Flights in Attractor Neural Networks NeurIPS 2021 Online Learning Of Neural Computations From Sparse Temporal Feedback NeurIPS 2021 Prediction and generalisation over directed actions by grid cells ICLR 2021