Convolutional Layer
In deep learning, a convolutional layer is a type of neural network layer that performs a mathematical operation called convolution on the input data. Convolution is a process of multiplying and summing up the values of a small matrix, called a kernel or filter, with the values of a larger matrix, such as an image. The resulting output matrix is a feature map that highlights the important features of the input data. Convolutional layers are commonly used in image and video recognition tasks, as they can learn to detect patterns and shapes in the input data. They are also used in natural language processing tasks, such as text classification and sentiment analysis, where the input data is represented as a sequence of vectors.
Your Previous Searches
Random Picks
- Encapsulation: Encapsulation is a fundamental concept in object-oriented programming that refers to the bundling of data and methods within a single unit, such as a class. The purpose of encapsulation is to hide the implementation details of an object fro ... Read More >>
- Data Types: In Data Science, data types refer to the classification of data items based on their nature and characteristics. It is an important concept as it helps in understanding the type of data that is being used and how it can be processed. There ... Read More >>
- JIT: JIT stands for Just-In-Time compilation, which is a technique used in computer science and data science to improve the performance of software applications. JIT is a type of dynamic compilation that compiles code at runtime, rather than ahe ... Read More >>
Top News
These are the fastest-growing job titles, according to LinkedIn users | CNN Busi...
Some of the fastest-growing jobs for 2025 barely existed at the turn of the century, according to a new analysis from LinkedIn....
News Source: CNN on 2025-01-11
A man trying to recover a hard drive containing $750 million of bitcoin from a l...
James Howells has been trying to gain access to a landfill site for the past decade, where he believes his hard drive containing a bitcoin fortune is....
News Source: Business Insider on 2025-01-11
A notorious market bear who called the 2000 and 2008 crashes warns we're in the ...
"My impression is that it will end badly," says John Hussman....
News Source: Business Insider on 2025-01-11
China and UK restart economic and financial talks after 6-year hiatus...
China and Britain have restarted economic and financial talks after a six-year hiatus during a visit by Britain’s Treasury chief to Beijing...
News Source: ABC News on 2025-01-11
NATO turned to elite divers to test sabotage protections for critical undersea c...
NATO shared new footage of a recent test of new sensors able to shield undersea cables by special operations divers....
News Source: Business Insider on 2025-01-10