Press the dev button to see maths In dev mode, select epochs (default 10000000). epochs is the training length, 10000 is about 30 seconds. Press space to continue training after it's already done. Press the dev button again to hide all the maths. If you are not in dev mode: The neural network displays as follows: Red lines represent negative values, and green lines represent positive values. The brightness of the lines is how strong the signal is. The lower the brightness, the smaller it is. But it's only bright based on its category height. If it's -1, that line will be red and very bright. If it's just 1, it will be bright white. Basically, the lines display brightness based on how far their number is from zero. im 12, so don't point out the obvious flaws. I understand sigmoid and leaky ReLU are different things -_-
It's wild how many people don't understand this, even though it's what our brains do hundreds of times a second, 24/7! im not mocking im just saying it's amazing what our brains do without us noticing. My first project that runs entirely on math! It's recommended to put inputs and outputs to 4 The hidden layers use leaky ReLU the output uses sigmoid. So w1i, w2h, and w3h are the weights. Input is the input, output is the final number, and target is the goal for the output to reach. But how does it work? The inputs are the values the brain receives, such as sight, taste, and smell, which are passed down to the hidden layers (the 2 middle rows), and the brain has to decide what to do with the information. These rows compute the largest values, multiply them, and pass the results through the lines called weights. These weights carry the values to the next row, which then calculates and multiplies them. and so on, the last layer is called the output. This layer is the final numbers the brain calculated. All the outputs, weights, and layers work to take information from the inputs and transform it to match a target. This is how human brains sorta work. This is very simplified compared to human brains; it is only about the size of a fruit fly larva brain, divided by 10000. But we can train these to do things like driving cars and controlling ants.
