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Neuroscience

339 directly classified papers

Papers per year

Papers

Mapping Brains with Language Models: A Survey ACL 2023
Hierarchical VAEs provide a normative account of motion processing in the primate brain NIPS 2023
How does the brain process syntactic structure while listening? ACL 2023
Towards robust and generalizable representations of extracellular data using contrastive learning NIPS 2023
Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NIPS 2023
A Unified, Scalable Framework for Neural Population Decoding NIPS 2023
SwiFT: Swin 4D fMRI Transformer NIPS 2023
EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks NIPS 2023
Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies NIPS 2023
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics NIPS 2023
Brain encoding models based on multimodal transformers can transfer across language and vision NIPS 2023
Neural Integro-Differential Equations AAAI 2023
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis NIPS 2023
Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images NIPS 2023
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex NIPS 2023
Toward a realistic model of speech processing in the brain with self-supervised learning NIPS 2022
A time-resolved theory of information encoding in recurrent neural networks NIPS 2022
Natural gradient enables fast sampling in spiking neural networks NIPS 2022
Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses NIPS 2022
Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NIPS 2022
Aligning individual brains with fused unbalanced Gromov Wasserstein NIPS 2022
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules NIPS 2022
Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022
Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers NIPS 2022
Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion AAAI 2022