Semantically-correlated memories in a dense associative model
TF Burns - arXiv preprint arXiv:2404.07123, 2024 - arxiv.org
I introduce a novel associative memory model named Correlated Dense Associative
Memory (CDAM), which integrates both auto-and hetero-association in a unified framework …
Memory (CDAM), which integrates both auto-and hetero-association in a unified framework …
Simultaneous interneuron labeling reveals cell type-specific, population-level interactions in cortex
Cortical interneurons shape network activity in cell type-specific ways, and interact with other
cell types. These interactions are understudied, as current methods typically restrict in vivo …
cell types. These interactions are understudied, as current methods typically restrict in vivo …
Population-level interactions among PV, SOM, and Pyramidal neurons in cortex
The inhibitory neuron population of the cortex can be subdivided into multiple cell classes
with highly specialized local circuitry, gene expression, and response properties. PV and …
with highly specialized local circuitry, gene expression, and response properties. PV and …
Correlated dense associative memories
TF Burns - openreview.net
Associative memory networks store memory patterns by forming dynamic attractors around
chosen states of neurons. These attractors do not, however, need to be fixed points or single …
chosen states of neurons. These attractors do not, however, need to be fixed points or single …