Temporally Causal Discovery Tests for Discrete Time Series and Neural Spike Trains.
Andreas TheocharousGeorgia G. GregoriouPanagiotis SapountzisIoannis KontoyiannisPublished in: IEEE Trans. Signal Process. (2024)
Keyphrases
- spike trains
- causal discovery
- causal models
- single neuron
- causal relationships
- spiking neurons
- computational neuroscience
- discovery process
- causal structure
- directed acyclic graph
- bayesian networks
- spatio temporal
- markov blanket
- temporal information
- conditional independence
- real world
- observational data
- neural network
- reinforcement learning
- learning algorithm