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Neuroscience

339 directly classified papers

Papers per year

Papers

Learning Disentangled Behavior Embeddings NIPS 2021
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons NIPS 2021
A universal probabilistic spike count model reveals ongoing modulation of neural variability NIPS 2021
Biological learning in key-value memory networks NIPS 2021
A mechanistic multi-area recurrent network model of decision-making NIPS 2021
Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021
Bias and variance of the Bayesian-mean decoder NIPS 2021
GAIT-prop: A biologically plausible learning rule derived from backpropagation of error NIPS 2020
Using noise to probe recurrent neural network structure and prune synapses NIPS 2020
Point process models for sequence detection in high-dimensional neural spike trains NIPS 2020
Organizing recurrent network dynamics by task-computation to enable continual learning NIPS 2020
How well does surprisal explain N400 amplitude under different experimental conditions? EMNLP 2020
Biologically Plausible Sequence Learning with Spiking Neural Networks AAAI 2020
Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations NIPS 2020
Retina-Like Visual Image Reconstruction via Spiking Neural Model CVPR 2020
HUMBI: A Large Multiview Dataset of Human Body Expressions CVPR 2020
Online Neural Connectivity Estimation with Noisy Group Testing NIPS 2020
Learning efficient task-dependent representations with synaptic plasticity NIPS 2020
Predictive coding in balanced neural networks with noise, chaos and delays NIPS 2020
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NIPS 2020
Non-reversible Gaussian processes for identifying latent dynamical structure in neural data NIPS 2020
Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings NIPS 2020
A Biologically Plausible Neural Network for Slow Feature Analysis NIPS 2020
Demixed shared component analysis of neural population data from multiple brain areas NIPS 2020
Neuronal Gaussian Process Regression NIPS 2020