1 citations · 1 across the 3 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
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…
cs.LG2025★ 1 cited
Dynamic Activation with Knowledge Distillation for Energy-Efficient Spiking NN Ensembles
Orestis Konstantaropoulos, Theodoris Mallios, Maria Papadopouli
While foundation AI models excel at tasks like classification and decision-making, their high energy consumption makes them unsuitable for energy-constrained applications. Inspired…