Essang, S. O.; J. E. , A.; Fadugba, S. E.; Auta, J. T.; Ezeorah, J. N.; Francis, R. E.; Otobi, A. O. Optimizing Neural Networks With Linearly Combined Activation Functions: A Novel Approach to Enhance Gradient Flow and Learning Dynamics. IJMSO 2025, 11, 29 -44.