Artificial Neural Network

Artificial Neural Network

by Fouad Sabry
Epub (Kobo), Epub (Adobe)
Publication Date: 18/12/2024

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1: Artificial neural network: Explore the basics and broad significance of neural networks.


2: Perceptron: Understand the building blocks of singlelayer learning models.


3: Jürgen Schmidhuber: Discover the pioneering research behind modern networks.


4: Neuroevolution: Examine genetic approaches to optimizing neural architectures.


5: Recurrent neural network: Investigate networks with memory for sequential data.


6: Feedforward neural network: Analyze networks where data moves in a single direction.


7: Multilayer perceptron: Learn about layered structures enhancing network depth.


8: Quantum neural network: Uncover the potential of quantumassisted learning models.


9: ADALINE: Study adaptive linear neurons for pattern recognition.


10: Echo state network: Explore dynamic reservoir models for temporal data.


11: Spiking neural network: Understand biologically inspired neural systems.


12: Reservoir computing: Dive into specialized networks for timeseries analysis.


13: Long shortterm memory: Master architectures designed to retain information.


14: Types of artificial neural networks: Differentiate between various network models.


15: Deep learning: Grasp the depth and scope of multilayered networks.


16: Learning rule: Explore methods guiding neural model training.


17: Convolutional neural network: Analyze networks tailored for image data.


18: Vanishing gradient problem: Address challenges in network training.


19: Bidirectional recurrent neural networks: Discover models that process data in both directions.


20: Residual neural network: Learn advanced techniques to optimize learning.


21: History of artificial neural networks: Trace the evolution of this transformative field.

ISBN:
6610000686698
6610000686698
Category:
Robotics
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
18-12-2024
Language:
English
Publisher:
One Billion Knowledgeable

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