Alerts
Wishlist
Cart
Sign In
Categories
Current Affairs & GK
Current Affairs
Show All Current Affairs & GK
eBooks
General Aptitude
Arithmetic Aptitude
Data Interpretation
Show All General Aptitude
General Knowledge
Basic General Knowledge
General Science
Show All General Knowledge
Medical Science
Anatomy
Biochemical Engineering
Biochemistry
Biotechnology
Microbiology
Show All Medical Science
Technical
Database
Digital Electronics
Electronics
Networking
Show All Technical
Verbal and Reasoning
Logical Reasoning
Verbal Ability
Verbal Reasoning
Show All Verbal and Reasoning
What does the term 'backpropagation' refer to in neural networks?
Practice Questions
Q1
What does the term 'backpropagation' refer to in neural networks?
The process of forward propagation of inputs
The method of updating weights based on error
The initialization of network parameters
The evaluation of model performance
Questions & Step-by-Step Solutions
What does the term 'backpropagation' refer to in neural networks?
Steps
Concepts
Step 1: Understand that a neural network is made up of layers of nodes (neurons) that process information.
Step 2: When the network makes a prediction, it calculates an output based on its current weights.
Step 3: The prediction is compared to the actual result to find out how wrong it was. This difference is called the 'loss'.
Step 4: Backpropagation is the process of sending this loss information back through the network.
Step 5: As the loss is sent back, the algorithm calculates how much each weight contributed to the error.
Step 6: Using this information, the algorithm updates the weights to reduce the loss in future predictions.
No concepts available.
‹
Biology (School & UG)
Chemistry (School & UG)
Civil Engineering
Commerce & Accountancy
Computer Science & IT
Current Affairs & GK
Data Structures & Algorithms
eBooks
Electrical & Electronics Engineering
English (School)
General Aptitude
General Knowledge
General Knowledge & Current Affairs
Languages & Literature
Law & Legal Studies
Major Competitive Exams
Mathematics (School)
Mechanical Engineering
Medical Science
Physics (School & Undergraduate)
Quantitative Aptitude & Reasoning
Social Science (School)
Technical
Verbal and Reasoning
Vocational & Skill Development
›
Soulshift Feedback
×
On a scale of 0–10, how likely are you to recommend
The Soulshift Academy
?
0
1
2
3
4
5
6
7
8
9
10
Not likely
Very likely
✕
↑
