An Architecture for the Acceleration of a Hybrid Leaky Integrate and Fire SNN on the Convey HC-2ex FPGA-Based Processor. - Emmanouil Kousanakis; Apostolos Dollas; Euripides Sotiriades; Ioannis Papaefstathiou; Dionisios N. Pnevmatikatos; Athanasia Papoutsi; Panagiotis C. Petrantonakis; Panayiota Poirazi; Spyridon Chavlis; George Kastellakis (FCCM, 2017)

Dendritic Self-Organizing Maps for Continual Learning. - Kosmas Pinitas; Spyridon Chavlis; Panayiota Poirazi (CoRR, 2021)

Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks. - Eirini Troullinou; Grigorios Tsagkatakis; Spyridon Chavlis; Gergely F. Turi; Wen-Ke Li; Attila Losonczy; Panagiotis Tsakalides; Panayiota Poirazi (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

Synaptic turnover promotes efficient learning in bio-realistic spiking neural networks. - Nikos Malakasis; Spyridon Chavlis; Panayiota Poirazi (ACSSC, 2023)

Delay-Sensitive Local Plasticity in Echo State Networks. - Stefan Iacob; Spyridon Chavlis; Panayiota Poirazi; Joni Dambre (IJCNN, 2023)

Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning. - Spyridon Chavlis; Panayiota Poirazi (CoRR, 2024)