Frame Theoretical Derivation of Three Factor Learning Rule for Oja's Subspace Rule

Taiki Yamada

We show that the error-gated Hebbian rule for PCA (EGHR-PCA), a three-factor learning rule equivalent to Oja's subspace rule under Gaussian inputs, can be systematically derived fr…