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Архитектура нейронных сетей

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Архитектура нейронных сетей

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About this activity

Основы архитектуры НС

Created by

Нурфат Бегалиев
Нурфат Бегалиев
Kazakhstan

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Архитектура нейронных сетей
 

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Архитектура нейронных сетейOnline version

Основы архитектуры НС

by Нурфат Бегалиев
1

Какие три основных типа слоев встречаются в большинстве нейронных сетей?

2

Какой слой обычно выполняет преобразование входных данных в более абстрактные признаки?

3

Какой тип связи характерен для полностью связной (плотной) сети?

4

Что означает термин ‘активационная функция’?

5

Какое свойство часто нужно для предотвращения переобучения в нейронных сетях?

6

Какой слой чаще всего встречается в сверточных сетях?

7

Для чего нужен слой нормализации (например, BatchNorm)?

8

Что из ниже перечисленного относится к архитектурам последовательной нейронной сети?

9

Какой метод обучения обычно применяется для обновления весов на основе градиентов?

10

Чем отличается сверточная нейронная сеть от полностью связной?

 
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