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neural circuit

18 papers

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Co-occurring keywords

neural network (6616) inductive bia (272) bayesian inference (1907) spike train (28) system identification (99) plasticity rule (9) lie group (50) uncertainty estimation (648) data efficiency (125) evolutionary algorithm (264)

Papers

A Metalearned Neural Circuit for Nonparametric Bayesian Inference NIPS 2024
Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework NIPS 2024
The motion planning neural circuit in goal-directed navigation as Lie group operator search NIPS 2024
Discovering plasticity rules that organize and maintain neural circuits NIPS 2024
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis NIPS 2023
Meta-Learning the Inductive Bias of Simple Neural Circuits ICML 2023
Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb NIPS 2023
Neural Circuit Architectural Priors for Embodied Control NIPS 2022
No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit NIPS 2022
System Identification with Biophysical Constraints: A Circuit Model of the Inner Retina NIPS 2020
A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020
A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits NIPS 2019
Bayesian latent structure discovery from multi-neuron recordings NIPS 2016
Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics NIPS 2016
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NIPS 2012
Identifying Dendritic Processing NIPS 2010
Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME) NIPS 2009