Continuous parameter adaptation in multi-task networks without external rehearsal buffers.
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Continual LearningHomeostasisNeural Dynamics
Preparing the open-access paper…
Dr. Maya Patel, Klaus Richter (2026). Adaptive Weight Regulation in Continual Learning Architectures. Wale Lab Nexus, 4(9). https://doi.org/10.5555/wln.published-adaptive-recurrent-dynamics