Neural network
(Redirected from Neural networks)
Neural Network
A Neural Network is a series of algorithms that endeavors to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates. In essence, neural networks are used to approximate functions that can depend on a large number of inputs and are generally unknown.
Overview[edit | edit source]
Neural networks, in the world of Artificial Intelligence, are a means of doing machine learning, in which a computer learns to perform some task by analyzing training examples. Usually, the task involves making predictions or decisions, such as: Is this an image of a cat? Which of these people are likely to be friends? What is the optimal path for a delivery drone?
Structure[edit | edit source]
A neural network takes in inputs, which are then processed in hidden layers using weights that are adjusted during training. Then the model spits out a prediction. The weights are adjusted to find patterns in order to make better predictions.
Types of Neural Networks[edit | edit source]
There are several types of neural networks in use today. These include:
- Feedforward Neural Network - Artificial Neuron
- Radial basis function Neural Network
- Multilayer Perceptron
- Convolutional Neural Network
- Recurrent Neural Network(RNN) - Long Short Term Memory
- Modular Neural Network
Applications[edit | edit source]
Neural networks have wide applications in the fields of biometrics, finance, healthcare, and telecommunications, among others.
See Also[edit | edit source]
Neural network Resources | ||
---|---|---|
|
|
Translate to: East Asian
中文,
日本,
한국어,
South Asian
हिन्दी,
Urdu,
বাংলা,
తెలుగు,
தமிழ்,
ಕನ್ನಡ,
Southeast Asian
Indonesian,
Vietnamese,
Thai,
မြန်မာဘာသာ,
European
español,
Deutsch,
français,
русский,
português do Brasil,
Italian,
polski
Navigation: Wellness - Encyclopedia - Health topics - Disease Index - Drugs - World Directory - Gray's Anatomy - Keto diet - Recipes
Search WikiMD
Ad.Tired of being Overweight? Try W8MD's physician weight loss program.
Semaglutide (Ozempic / Wegovy and Tirzepatide (Mounjaro / Zepbound) available.
Advertise on WikiMD
WikiMD is not a substitute for professional medical advice. See full disclaimer.
Credits:Most images are courtesy of Wikimedia commons, and templates Wikipedia, licensed under CC BY SA or similar.Contributors: Prab R. Tumpati, MD