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neural_network.md
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{ Not my field, learning on the go, watch out for errors! ~drummyfish }
In [artificial intelligence](ai.md) a neural network (also *neural net* or just NN) is a system simulating natural biological neural network, i.e. a biological system found in living organisms, most importantly in our brain. Neural networks are just another kind of [technology](tech.md) inspired by nature's ingenuity -- they try to mimic and simulate the naturally evolved structure of systems such as brain in hopes of making computers learn and "think" like living beings do, and in recent years they started achieving just that, with great success. Neural network are related to the term [deep learning](deep_learning.md) which basically stands for training multi-layered neural networks.
In [artificial intelligence](ai.md) a neural network (also *neural net* or just NN) is a system simulating natural biological neural network, i.e. a biological system found in [living organisms](life.md), most importantly in our [brain](brain.md). Neural networks are just another kind of [technology](tech.md) inspired by nature's ingenuity -- they try to mimic and simulate the naturally evolved structure of systems such as brain in hopes of making computers learn and "think" like living beings do, and in recent years they started achieving just that, with great success. Neural network are related to the term [deep learning](deep_learning.md) which basically stands for training multi-layered neural networks.
Even though neural networks absolutely aren't the only possible model used in [machine learning](machine_learning.md) (see e.g. [Markov chains](markov_chain.md), [k-NN](k_nn.md), [support vector machines](svn.md), ...), they seem to be the most promising one -- nowadays neural networks are experiencing a boom and practically all AI research revolves around them; they already made their way from research to practice, not only do the play games such as [chess](chess.md) on superhuman level, they already create extremely complex art and show some kind of understanding of pictures, video, audio and text on a human level (see [chatGPT](chat_gpt.md), [stockfish](stockfish.md), stable diffusion etcetc.), and even surpass humans at specialized tasks. Most importantly of course people use this for generating [porn](porn.md), see e.g. [deepfakes](deepfake.md). The exceptional results are already being labelled "scary" due to fears of [technological singularity](tech_singularity.md), "taking jobs", possible "unethical uses" etc.