neural network
neurovõrk
= NN = neural net = artificial neural network
Õ: kohati kasutatav "närvivõrk" on eksitav ja seostub elusorganismiga
olemus
intellektitehniline andmetöötlusmudel,
jäljendab bioloogilise neuronivõrgu omadusi,
rakendatakse kujutuvastuses jm
Wiktionary:
1. (artificial intelligence) a real or virtual computer system designed to emulate the brain in its ability to "learn" to assess imprecise data
ISO/IEC 22989:
(intellektitehnikas) sisendandmeid vastuvõttev ja väljastist andev võrk, mille moodustavad üks või mitu neuronikihti, mida ühendavad reguleeritavate kaaludega sidemed
(i) neurovõrgud on konnektiivmudeli meetodi silmapaistev näide
(ii) ehkki neurovõrkude kavandamist inspireeris algul bioloogiliste neuronite talitlus, ei järgi enamik närvivõrkudega seotud töid enam seda ideed
= (artificial intelligence) network of one or more layers of neurons connected by weighted links with adjustable weights, which takes input data and produces an output
Note 1. Neural networks are a prominent example of the connectionist approach.
Note 2. Although the design of neural networks was initially inspired by the functioning of biological neurons, most works on neural networks do not follow that inspiration anymore.
ülevaateid
https://medium.com/technologymadeeasy/for-dummies-the-introduction-to-neural-networks-we-all-need-c50f6012d5eb
https://www.cloudflare.com/learning/ai/what-is-neural-network/
https://www.spiceworks.com/tech/artificial-intelligence/articles/what-is-a-neural-network/
https://web.pdx.edu/~nauna/week7b-neuralnetwork.pdf
https://victorzhou.com/blog/intro-to-neural-networks/
https://towardsdatascience.com/a-beginners-guide-to-neural-networks-b6be0d442fa4
https://en.wikipedia.org/wiki/Artificial_neural_network
https://www.cis.upenn.edu/~danroth/Teaching/CS446-17/LectureNotesNew/neuralnet1/main.pdf
https://arxiv.org/pdf/1303.2017.pdf
https://arxiv.org/pdf/1704.02286.pdf
https://arxiv.org/pdf/1812.03519.pdf
https://www.tsijournals.com/articles/analysis-of-the-application-value-of-neural-network-in-the-evaluation-of-computer-network-security.pdf
https://www.benthamopen.com/contents/pdf/TOEEJ/TOEEJ-8-766.pdf
https://tinygrad.org/
vt ka
- neurokrüptograafia
- rekurrentne neurovõrk