Code for the paper "Dendritic Nonlinearities Mitigate Communication Costs"

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Authors: Xundong Wu
Cited by: 0

Abstract

This repository contains the source code, and experimental scripts associated with the research paper "Dendritic Nonlinearities Mitigate Communication Costs."This study challenges the assumption that dendritic structures primarily exist to enhance learning capacity. Instead, it provides evidence that active dendrites and dendritic nonlinearities serve a critical role in mitigating communication costs—specifically data movement and wiring overhead—in both biological and artificial neural networks.

Fields of Study & Subjects

Neural Networks and Applications Advanced Memory and Neural Computing Neural dynamics and brain function

Publication details

Journal / source
Figshare
Publication date
1 January 2026
Language
EN