2 papers
cs.NE2023
Leveraging dendritic properties to advance machine learning and neuro-inspired computing
Michalis Pagkalos, Roman Makarov, Panayiota Poirazi
The brain is a remarkably capable and efficient system. It can process and store huge amounts of noisy and unstructured information using minimal energy. In contrast, current artif…
q-bio.NC2023
Dendrites and Efficiency: Optimizing Performance and Resource Utilization
Roman Makarov, Michalis Pagkalos, Panayiota Poirazi
The brain is a highly efficient system evolved to achieve high performance with limited resources. We propose that dendrites make information processing and storage in the brain mo…