Neural Networks, Computer [neuronové sítě]

topical
346
Terms

konekcionistické modely
modely neuronové sítě
neuronové sítě (počítačové)
perceptron
perceptrony
umělé neuronové sítě

 

Computational Neural Networks
Connectionist Models
Models, Neural Network
Neural Network Models
Neural Networks (Computer)
Perceptrons

Persistent link   https://www.medvik.cz/link/D016571
Definition

A computer architecture, implementable in either hardware or software, modeled after biological neural networks. Like the biological system in which the processing capability is a result of the interconnection strengths between arrays of nonlinear processing nodes, computerized neural networks, often called perceptrons or multilayer connectionist models, consist of neuron-like units. A homogeneous group of units makes up a layer. These networks are good at pattern recognition. They are adaptive, performing tasks by example, and thus are better for decision-making than are linear learning machines or cluster analysis. They do not require explicit programming.

Annotation
do not confuse with NEURAL NETWORKS (ANATOMIC) see NERVE NET
DUI
D016571 MeSH Browser
CUI
M0025278
Previous indexing
Artificial Intelligence (1987-1991); Computer Simulation (1987-1991); Image Processing, Computer-Assisted (1990-1991)
History note
2020 (1992); was NEURAL NETWORKS (COMPUTER) 1992-2019
Public note
2020; was NEURAL NETWORKS (COMPUTER) 1992-2019

G Phenomena and Processes
G17.035 Algorithms 2 709
G17.226 Fourier Analysis 113
G17.290 Fractals 37
G17.388 Game Theory 22
G17.485.500 Deep Learning 56
G17.582 Nomograms 50
G17.680 Probability 275

L Information Science
L01.224.050 Algorithms 2 709
L01.224.050.375 Artificial Intelligence 417
L01.224.050.375.095 Computer Heuristics
L01.224.050.375.190 Expert Systems 95
L01.224.050.375.250 Fuzzy Logic 63
L01.224.050.375.365 Intelligent Systems
L01.224.050.375.480 Knowledge Bases 34
L01.224.050.375.530 Machine Learning 161
L01.224.050.375.580 Natural Language Processing 23
L01.224.050.375.605 Neural Networks, Computer 346
L01.224.050.375.605.125 Cellular Neural Networks, Computer
L01.224.050.375.605.250 Convolutional Neural Networks
L01.224.050.375.605.500 Deep Learning 56
L01.224.050.375.605.625 Feedforward Neural Networks
L01.224.050.375.605.688 Graph Neural Networks
L01.224.050.375.605.875 Radial Basis Function Networks
L01.224.050.375.605.937 Recurrent Neural Networks
L01.224.050.375.612 Particle Swarm Optimization
L01.224.050.375.615 Pattern Analysis, Machine
L01.224.050.375.618 Prediction Methods, Machine
L01.224.050.375.630 Robotics 438
L01.224.050.375.815 Sentiment Analysis 4