Episodic Memory in Minicolumn Associative Knowledge Graphs
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2927106
Abstract: A generalization of active neural associative knowledge graphs (ANAKGs) to their minicolumn form is presented in this paper. Each minicolumn represents a single symbol, and the activation of an individual neuron in a minicolumn depends… read more here.
Keywords: knowledge graphs; memory; associative knowledge; minicolumn ... See more keywords
Minicolumn-Based Episodic Memory Model With Spiking Neurons, Dendrites and Delays.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3213688
Abstract: Episodic memory is fundamental to the brain's cognitive function, but how neuronal activity is temporally organized during its encoding and retrieval is still unknown. In this article, combining hippocampus structure with a spiking neural network… read more here.
Keywords: minicolumn; spiking neurons; retrieval; episodic memory ... See more keywords