NeuroPlastic is a gradient-based optimizer augmented with a multi-signal plasticity modulation mechanism that improves performance over standard updates on image classification tasks, especially in low-data regimes.
Learning representations by back-propagating errors
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NeuroPlastic: A Plasticity-Modulated Optimizer for Biologically Inspired Learning Dynamics
NeuroPlastic is a gradient-based optimizer augmented with a multi-signal plasticity modulation mechanism that improves performance over standard updates on image classification tasks, especially in low-data regimes.