Spyridon Chavlis

According to our database, Spyridon Chavlis authored at least 6 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning.

Spyridon Chavlis, Panayiota Poirazi

CoRR, 2024

2023

Delay-Sensitive Local Plasticity in Echo State Networks.

Stefan Iacob, Spyridon Chavlis, Panayiota Poirazi, Joni Dambre

Proceedings of the International Joint Conference on Neural Networks, 2023

Synaptic turnover promotes efficient learning in bio-realistic spiking neural networks.

Nikos Malakasis, Spyridon Chavlis, Panayiota Poirazi

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

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

Dendritic Self-Organizing Maps for Continual Learning.

Kosmas Pinitas, Spyridon Chavlis, Panayiota Poirazi

CoRR, 2021

2017

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

Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017