adaptive network growth 1continual learning 1neurogenesis 1resource-adaptive architectures 1stability-plasticity 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.ET2026
Small-World Communication Fabrics for Neuromorphic Multicore-SoCs
Sebastian Billaudelle, Christian Metzner, Jimmy Weber +7
As neuromorphic systems scale beyond a single core, inter-core event communication can become a dominant contributor to memory footprint, latency, and energy consumption. Biologica…
cs.LG2026
NORACL: Neurogenesis for Oracle-free Resource-Adaptive Continual Learning
Karthik Charan Raghunathan, Christian Metzner, Laura Kriener +1
The paper introduces NORACL, a continual‑learning method that dynamically expands a neural network when representational or plasticity saturation is detected, eliminating the need…