Disadvantage of neural network according to your purview is

Asked by admin @ 13/08/2021 in Computer Science viewed by 463 People

Answered by admin @ 13/08/2021

Here are several disadvantages that I can think of off the top of my head:

Long training times for deep networks, which are the most accurate architecture for most problems. This is especially true if you're training on a CPU instead of a specialized GPU instance.
Need lots of data, especially for architectures with many layers. This is a problem for most ML algorithms, of course, but is especially relevant for ANNs because of the vast number of weights and connections in ANNs.
Architectures have to be fine-tuned to achieve the best performance. There are many design decisions that have to be made, from the number of layers to the number of nodes in each layer to the activation functions, and an architecture that works well to some one problem very often does not generalize well.

Take any three non-collinear points a b c and draw triangle a,b,c. through each vertex of the triangle draw a line parallel to the opposite side using ruler and compass

Asked by wiki @ 15/11/2022 in Mathematics viewed by 1494 persons

Disadvantage of neural network according to your purview is

Similar Questions

Convolutional neural network is mainly used for image recognition

Process of improving the accuracy of a neural network

In a neural network all the edges and nodes

Recurrent neural networks are best suited for text processing

A convolutional neural network is mainly used for image recognition

In a neural network all the edges and nodes have

What is the best neural network model for temporal data

Overcoming fixed mindset: a step-by-step guide to cultivating a growth mindset

Which of the following would best complete this list?

What had the king decided to do before he saw the spider

Describe the karez in your own words

What is 8 + (x + 5)?

Take any three non-collinear points a b c and draw triangle a,b,c. through each vertex of the triangle draw a line parallel to the opposite side using ruler and compass

What is the topic of the info grapher

Elephant kills 11 in nepal , woman rescued from a friendly dolphine

Most viewed questions in Computer Science

A programmer mistakenly writes gor instead of for

Domestic data entry operator ncert book class 9 solutions

Information technology code 402 class 9 solutions chapter 1

Ncert solutions for class 8 computer chapter 1 computer system

A scrum team works on a 4 weeks sprint

Which of the following occupies more memory in c

A database of motor vehicles has the base entity

The network architecture can be termed as a mcq

Cat5 and cat6 cabling refer to which reference model layer

Class 7 computer chapter 3 questions and answers

Choose the correct options about usability and user experience

Which advocates daily team meetings for coordination and integration

Which three security features match the database security level

Which of the dbms package is not available

________ aid a business grow and attain its objectives