8 citations · 8 across the 2 of their papers we have counts for
3 papers
Normative Loss Landscape Navigation: A Trajectory-Based Approach to Mitigating Forgetting in Incremental Learning
Isabelle Aguilar, Zayn Andre Zainal, Luis Fernando Herbozo Contreras +2
Continual learning models suffer from catastrophic forgetting when trained sequentially on non-stationary data distributions. Previously, this has been addressed through weight reg…
Stochastic Engrams for Efficient Continual Learning
Isabelle Aguilar, Luis Fernando Herbozo Contreras, Omid Kavehei
The ability to learn continuously in artificial neural networks (ANNs) is often limited by catastrophic forgetting, a phenomenon in which new knowledge becomes dominant. By taking…
Neuromorphic Neuromodulation: Towards the next generation of on-device AI-revolution in electroceuticals
Luis Fernando Herbozo Contreras, Nhan Duy Truong, Jason K. Eshraghian +4
Neuromodulation techniques have emerged as promising approaches for treating a wide range of neurological disorders, precisely delivering electrical stimulation to modulate abnorma…