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TGF-beta is a pleotropic cytokine, mediating a range of functions. Under homeostatic conditions, TGF-beta can act as a bifunctional regulator of cell growth, including serving as a tumor suppressor molecule and potent regulator of the cell cycle. This is accomplished by preventing tumorigenic growt...
How Many Bits Does it Take to Quantize Your Neural Network? 83 The activation function governs the firing logic of the neurons, layer by layer, by introducing non-linearity in the system. Among the most popular activation functions are purely non-linear functions, such as the tangent hyperbolic...