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🧠Our latest collaborative work, led by Xundong Wu and published in @cp-patterns.bsky.social, shows that adding dendritic nonlinearities to ANNs slashes communication costs. This is a key for the next generation of sustainable AI systems. Full paper here: šŸ”— www.cell.com/patterns/ful...
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Artificial neural networks typically ignore the complex, active branches found in biological neurons. This study challenges the assumption that these ā€œdendritic nonlinearitiesā€ primarily boost computa...
www.cell.com
Dendritic nonlinearities mitigate communication costs
Poirazi Lab