diff options
| -rw-r--r-- | src/CuTNetLib/cuBiasedLinearity.h | 2 |
1 files changed, 1 insertions, 1 deletions
diff --git a/src/CuTNetLib/cuBiasedLinearity.h b/src/CuTNetLib/cuBiasedLinearity.h index fd495e9..9ac7a39 100644 --- a/src/CuTNetLib/cuBiasedLinearity.h +++ b/src/CuTNetLib/cuBiasedLinearity.h @@ -19,7 +19,7 @@ namespace TNet { * Error propagation: \f[ E_i = \Sigma_{i=0}^{i=N-1} w_ij e_j \f] * * Weight adjustion: \f[ W_{ij} = (1-D)(w_{ij} - \alpha(1-\mu)x_i e_j - \mu \Delta) \f] - * and fot bias: \f[ {\Beta}_i = {\beta}_i - \alpha (1-\mu) e_i - \mu \Delta \f] + * and fot bias: \f[ \Beta_i = \beta_i - \alpha (1-\mu) e_i - \mu \Delta \f] * where * - D for weight decay => penalizing large weight * - \f$ \alpha \f$ for learning rate |