FPGA-based training of bio-inspired dendritic neural networks with Hebbian-augmented learning
Palatiana N, Pantzekos L, Tsagkatakis G, Chavlis S, Poirazi P, Dollas A
techRxiv, Oct 2025 | DOI: 10.36227/techrxiv.176049736.65323729
Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning
Chavlis S, Poirazi P
Nature Communications, Jan 2025 | DOI: 10.1038/s41467-025-56297-9
arXiv, Apr 2024 | URL: arXiv:2404.03708
Leveraging dendritic properties to advance machine learning and neuro-inspired computing
Pagkalos M, Makarov R, Poirazi P
Current Opinion in Neurobiology, Apr 2024 | DOI: 10.1016/j.conb.2024.102853
arXiv, Jun 2023 | URL: arXiv:2306.08007
Drawing inspiration from biological dendrites to empower artificial neural networks
Chavlis S, Poirazi P
Current Opinion in Neurobiology, Oct 2021 | DOI: 10.1016/j.conb.2021.04.007 | Zenodo (Open-Access)
arXiv, Jun 2021 | URL: arXiv:2106.07490