Stelios M. Smirnakis

Neuro-inspired Ensemble-to-Ensemble Communication Primitives for Sparse and Efficient ANNs

2025 · arXiv (Cornell University)

The structure of biological neural circuits-modular, hierarchical, and sparsely interconnected-reflects an efficient trade-off between wiring cost, functional specialization, and robustness. These principles offer valuable insights for artificial neural network (ANN) design, especially as networks grow …