The disclosure relates to multi-layer perceptron architecture, that may be used for image generation. A new architecture for image generators, where the color value at each pixel is computed independently given the value of a random latent vector and the coordinate of that pixel is provided. No spatial convolutions or similar operations that propagate information across pixels are involved during the synthesis.