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- Pooling is the grouping together of units or assets for a certain purpose1234.Examples of pooling are1234:
- Asset-backed securities, where a pool of underlying assets backs the income payments of a security1.
- Tissue samples, where a pool of single cells are processed together2.
- Pooling layers, where a pool of pixels on a feature map are reduced to a single value by a function3.
- Cash pooling, where a pool of bank balances of different companies are consolidated4.
Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.Pooling is the grouping together of assets, and related strategies for minimizing risk. For example: Asset-backed securities (ABS) is a security whose income payments are backed by a specified pool of underlying assets. Mortgage-backed securities (MBS) is a type of Asset-backed security whereas the underlying assets are mortgages.en.wikipedia.org/wiki/Pooling_(resource_managem…We say that samples are pooled when units that might be measured separately are processed together in such a way that the separate measurements can no longer be determined. For example, a tissue sample might be considered a pool of single cells.online.stat.psu.edu/stat555/node/75/For example, a pooling layer applied to a feature map of 6×6 (36 pixels) will result in an output pooled feature map of 3×3 (9 pixels). The pooling operation is specified, rather than learned. Two common functions used in the pooling operation are: Average Pooling: Calculate the average value for each patch on the feature map.
machinelearningmastery.com/pooling-layers-for-co…Let us look at this cash pooling example to understand the concept better. Suppose Amacon Group comprises one parent (Company X) company and four subsidiaries (Company D, E, F, and G). All of these companies’ bank balances change owing to business activities.www.wallstreetmojo.com/cash-pooling/ - People also ask
CNN | Introduction to Pooling Layer - GeeksforGeeks
WEBApr 21, 2023 · The pooling layer is used to reduce the spatial dimensions (i.e., the width and height) of the feature maps, while preserving the depth (i.e., the number of channels). The pooling layer works by dividing the input feature map into a set of non-overlapping …
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Introduction to Padding
This can be done in two ways: Valid Padding: In the valid padding, no …
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Neural Networks: Pooling Layers | Baeldung on Computer Science
See more on baeldung.comIn this tutorial, we’ll walk through pooling, a machine-learning technique widely used that reduces the size of the input and, thus the complexity of deep learning models while preserving important featuresand relationships in the input data. In particular, we’ll introduce pooling, explain its usage, highlight its importance, an…- Published: Mar 6, 2023
A Gentle Introduction to Pooling Layers for …
WEBJul 5, 2019 · Two common pooling methods are average pooling and max pooling that summarize the average presence of a feature and the most activated presence of a feature respectively. In this tutorial, you will …
What Is Insurance Pooling? | LiveWell
WEBNov 14, 2023 · Examples of Insurance Pooling. Conclusion. Introduction. Welcome to the world of insurance pooling, a fascinating concept that plays a crucial role in the …
Pooling and their types in CNN - Medium
WEBFeb 12, 2024. Pooling is a fundamental operation in Convolutional Neural Networks (CNNs) that plays a crucial role in downsampling feature maps while retaining important …
Sample pooling methods for efficient pathogen screening: …
WEBNov 11, 2020 · In many wildlife/livestock surveillance programs, sample pooling is used to simply determine a collective positive or negative status of a population (e.g. a herd or …
Pooling revenues and reducing fragmentation - World Health …
WEBDec 12, 2019 · The purpose of pooling is to spread financial risk across the population so that no individual carries the full burden of paying for health care. This is determined by …
TensorFlow for Computer Vision — How to Implement …
WEBDo you know what a pooling layer in TensorFlow does to a neural network? Read a complete guide to pooling from scratch in Python.
Risk Pooling: How Health Insurance in the Individual …
WEBA health insurance risk pool is a group of individuals whose medical costs are combined to calculate premiums. Pooling risks together allows the higher costs of the less healthy to be offset by the relatively lower costs …
Understanding Convolutions and Pooling in Neural …
WEBMay 25, 2020 · Understanding Convolutions and Pooling in Neural Networks: a simple explanation. A visual explanation on the concepts that make convolutional neural networks work and the intuition behind them. …
Design principles for risk-pooling systems - Nature
WEBMay 27, 2021 · Risk-pooling systems have been developed as a way to collectively manage risk and can protect against loss in times of crisis. Cronk and Aktipis present …
Pooling Layers For Convolutional Neural Networks (CNN)
WEBJan 20, 2024 · Convolutional layers are the key part of a CNN, but the second key part is pooling layers, which is what we will discuss in this article. What is Pooling? Overview. …
Sample pooling as a strategy for community monitoring for SARS …
WEBFeb 4, 2021 · Sample pooling is a strategy already used in sample screening for human immunodeficiency viruses (HIV) 11, influenza 12 as a simple, cost-effective method to …
Pooling of Interests: Definition, How It Worked, and What …
WEBFeb 1, 2024 · The pooling of interests method governed how the balance sheets of two companies that were merged would be combined. It combined the assets and liabilities …
Pooling of Interests - Definition, How It Works, and Advantages
WEBPooling of interests refers to a technique of recording a merger or acquisition, whereby the assets and liabilities of the two companies are summed together and then netted. …
POOLING | definition in the Cambridge English Dictionary
WEBPOOLING meaning: 1. the act of sharing or combining two or more things: 2. a method of accounting used when two…. Learn more.
Max Pooling in Convolutional Neural Networks explained
WEBExample using a sample from the MNIST dataset. We've seen in our post on CNNs that each convolutional layer has some number of filters that we define with a specified …
Health Financing Explained: Risk Pooling | Economics By Design
WEBProvider Payment Models. Providers (such as hospitals and doctors) need to be paid for the health care services they provide. This can be done through a variety of models, …
Pooling (resource management) - Wikipedia
WEBIn resource management, pooling is the grouping together of resources (assets, equipment, personnel, effort, etc.) for the purposes of maximizing advantage or minimizing risk to …
Sample pooling: burden or solution? - ScienceDirect
WEBSep 1, 2021 · We identified numerous peer-reviewed articles that describe specific details and practical implementation of pool testing. Successful examples as well as limitations …
Pooling Definition & Meaning - Merriam-Webster
WEB1. a (1) : a small and rather deep body of usually fresh water. (2) : a quiet place in a stream. (3) : a body of water forming above a dam. b. : something resembling a pool. a pool of …
Land Pooling | Meaning, Features, Examples and Impact
WEBJan 28, 2020 · Home » Urbanisation. Land Pooling | Meaning, Features, Examples and Impact. 28/01/2020 / By admin / Urbanisation. What do you mean by pooling of land? …
Pooling in convolutional neural networks for medical image
WEBFeb 1, 2022 · The purpose of pooling is mainly to down-sample the feature maps and to learn larger-scale image features that are invariant to small local transformations (e.g., …
How to succeed with succession planning | McKinsey
WEBJun 3, 2024 · To succeed with succession planning, boards must recognize and address their—and potentially, the outgoing CEO’s—tendencies toward similarity bias. This …
How to serve the Network Time Protocol with chrony | Ubuntu
WEBAn example would be: allow 1.2.3.4 See the section “NTP server” in the man page for more details on how you can control and restrict access to your NTP server. View chrony …
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