40 citations · 40 across the 4 of their papers we have counts for
4 papers
Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks
Aditi Aravind, Konstantinos Ladakis, Mario Alexios Savaglio +2
We investigate how internal representations emerge across hierarchical processing systems by introducing a neuroscience-inspired framework for analyzing deep spiking neural network…
Neuro-inspired Ensemble-to-Ensemble Communication Primitives for Sparse and Efficient ANNs
Orestis Konstantaropoulos, Stelios Manolis Smirnakis, Maria Papadopouli
The structure of biological neural circuits-modular, hierarchical, and sparsely interconnected-reflects an efficient trade-off between wiring cost, functional specialization, and r…
Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity
Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina +3
The field of neuroscience is experiencing rapid growth in the complexity and quantity of the recorded neural activity allowing us unprecedented access to its dynamics in different…
RADAR: A Novel Fast-Screening Method for Reading Difficulties with Special Focus on Dyslexia
Ioannis Smyrnakis, Vassilios Andreadakis, Vassilios Selimis +6
Dyslexia is a developmental learning disorder of single word reading accuracy and/or fluency, with compelling research directed towards understanding the contributions of the visua…