Probabilistic Tensor Decomposition of Neural Population Spiking Activity.
Hugo SoulatSepiedeh KeshavarziTroy W. MargrieManeesh SahaniPublished in: NeurIPS (2021)
Keyphrases
- tensor decomposition
- bio inspired
- spike trains
- hebbian learning
- spiking neural networks
- neuron model
- auxiliary information
- spiking neurons
- biologically plausible
- data representation
- high order
- learning rules
- bayesian networks
- human activities
- neural network
- biologically inspired
- tensor factorization
- information theoretic
- hodgkin huxley
- low rank
- visual features
- image data
- probabilistic model
- pairwise