SlideShare a Scribd company logo

neural network

•Download as PPTX, PDF•
•
S
STUDENT

abt neural network & it's application for seminar

1 of 19
Neural Network Guided by Chapala Maharana Submitted By- Nilmani Singh Branch-CSE Regd. No.-0601289251
Contents .Introduction to Neural Network .Neurons .Activation Function .Types of Neural Network .Learning In Neural Networks .Application of Neural Network .Advantages of Neural Network .Disadvantages Of Neural Network
Neural Networks ,[object Object]
A powerful technique to solve many real world problems.
The ability to learn from experience in order to improve their performance.
Ability to deal with incomplete information,[object Object]
Developed in 1943
Comprised of one or more layers of neurons
Several types, we’ll focus on feed-forward and feedback networks,[object Object]
Neural Network Neurons Receives n-inputs Multiplies each input by its weight Applies activation function to the sum of results Outputs result
Activation Functions Controls when unit is “active” or “inactive” Threshold function outputs 1 when input is positive and 0 otherwise Sigmoid function = 1 / (1 + e-x)
Types of Neural Networks Neural Network types can be classified based on following attributes: ,[object Object], - Static (feedforward) - Dynamic (feedback) ,[object Object], - Single layer - Multilayer - Recurrent ,[object Object], - Supervised - Unsupervised - Reinforcement
Classification Based On Connection Types ,[object Object]
Dynamic(Feedback)Classification Based On Topology ,[object Object]
Single layer
Multilayer(unit delay operator z-1implies dynamic system)
Classification Based On Learning Method Supervised Unsupervised Reinforcement Supervised learning ,[object Object]
At each presentation: adapt weights
After many epochs convergence to a local minimum,[object Object]

Recommended

Deep learning
Deep learningDeep learning
Deep learning
Ratnakar Pandey
 
Artificial Intelligence: Artificial Neural Networks
Artificial Intelligence: Artificial Neural NetworksArtificial Intelligence: Artificial Neural Networks
Artificial Intelligence: Artificial Neural Networks
The Integral Worm
 
Neural networks.ppt
Neural networks.pptNeural networks.ppt
Neural networks.ppt
SrinivashR3
 
Neural network & its applications
Neural network & its applications Neural network & its applications
Neural network & its applications
Ahmed_hashmi
 
Introduction to Neural Networks
Introduction to Neural NetworksIntroduction to Neural Networks
Introduction to Neural Networks
Databricks
 
Artificial neural network
Artificial neural networkArtificial neural network
Artificial neural network
Mohd Arafat Shaikh
 
Artificial Neural Networks - ANN
Artificial Neural Networks - ANNArtificial Neural Networks - ANN
Artificial Neural Networks - ANN
Mohamed Talaat
 
Introduction Of Artificial neural network
Introduction Of Artificial neural networkIntroduction Of Artificial neural network
Introduction Of Artificial neural network
Nagarajan
 

Recommended

Deep learning
Deep learningDeep learning
Deep learning
Ratnakar Pandey
 
Artificial Intelligence: Artificial Neural Networks
Artificial Intelligence: Artificial Neural NetworksArtificial Intelligence: Artificial Neural Networks
Artificial Intelligence: Artificial Neural Networks
The Integral Worm
 
Neural networks.ppt
Neural networks.pptNeural networks.ppt
Neural networks.ppt
SrinivashR3
 
Neural network & its applications
Neural network & its applications Neural network & its applications
Neural network & its applications
Ahmed_hashmi
 
Introduction to Neural Networks
Introduction to Neural NetworksIntroduction to Neural Networks
Introduction to Neural Networks
Databricks
 
Artificial neural network
Artificial neural networkArtificial neural network
Artificial neural network
Mohd Arafat Shaikh
 
Artificial Neural Networks - ANN
Artificial Neural Networks - ANNArtificial Neural Networks - ANN
Artificial Neural Networks - ANN
Mohamed Talaat
 
Introduction Of Artificial neural network
Introduction Of Artificial neural networkIntroduction Of Artificial neural network
Introduction Of Artificial neural network
Nagarajan
 
Artificial neural network
Artificial neural networkArtificial neural network
Artificial neural network
DEEPASHRI HK
 
Back propagation
Back propagationBack propagation
Back propagation
Nagarajan
 
Neural Networks: Introducton
Neural Networks: IntroductonNeural Networks: Introducton
Neural Networks: Introducton
Mostafa G. M. Mostafa
 
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Simplilearn
 
Deep learning presentation
Deep learning presentationDeep learning presentation
Deep learning presentation
Tunde Ajose-Ismail
 
Artificial Neural Network
Artificial Neural NetworkArtificial Neural Network
Artificial Neural Network
Prakash K
 
Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)
Gaurav Mittal
 
Machine Learning
Machine LearningMachine Learning
Machine Learning
Darshan Ambhaikar
 
Artificial neural network
Artificial neural networkArtificial neural network
Artificial neural network
mustafa aadel
 
Introduction to Deep Learning
Introduction to Deep LearningIntroduction to Deep Learning
Introduction to Deep Learning
Oswald Campesato
 
Multilayer perceptron
Multilayer perceptronMultilayer perceptron
Multilayer perceptron
omaraldabash
 
Convolutional Neural Networks
Convolutional Neural NetworksConvolutional Neural Networks
Convolutional Neural Networks
Ashray Bhandare
 
Activation function
Activation functionActivation function
Activation function
Astha Jain
 
Feedforward neural network
Feedforward neural networkFeedforward neural network
Feedforward neural network
Sopheaktra YONG
 
Artifical Neural Network and its applications
Artifical Neural Network and its applicationsArtifical Neural Network and its applications
Artifical Neural Network and its applications
Sangeeta Tiwari
 
Artificial Neural Networks Lect3: Neural Network Learning rules
Artificial Neural Networks Lect3: Neural Network Learning rulesArtificial Neural Networks Lect3: Neural Network Learning rules
Artificial Neural Networks Lect3: Neural Network Learning rules
Mohammed Bennamoun
 
Machine Learning
Machine LearningMachine Learning
Machine Learning
Rabab Munawar
 
Convolution Neural Network (CNN)
Convolution Neural Network (CNN)Convolution Neural Network (CNN)
Convolution Neural Network (CNN)
Suraj Aavula
 
Knowledge representation In Artificial Intelligence
Knowledge representation In Artificial IntelligenceKnowledge representation In Artificial Intelligence
Knowledge representation In Artificial Intelligence
Ramla Sheikh
 
Perceptron (neural network)
Perceptron (neural network)Perceptron (neural network)
Perceptron (neural network)
EdutechLearners
 
Artificial intelligence NEURAL NETWORKS
Artificial intelligence NEURAL NETWORKSArtificial intelligence NEURAL NETWORKS
Artificial intelligence NEURAL NETWORKS
REHMAT ULLAH
 
Artificial neural networks
Artificial neural networksArtificial neural networks
Artificial neural networks
stellajoseph
 

More Related Content

What's hot

Artificial neural network
Artificial neural networkArtificial neural network
Artificial neural network
DEEPASHRI HK
 
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Simplilearn
 

What's hot (20)

Artificial neural network
Artificial neural networkArtificial neural network
Artificial neural network
 
Back propagation
Back propagationBack propagation
Back propagation
 
Neural Networks: Introducton
Neural Networks: IntroductonNeural Networks: Introducton
Neural Networks: Introducton
 
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
Recurrent Neural Network (RNN) | RNN LSTM Tutorial | Deep Learning Course | S...
 
Deep learning presentation
Deep learning presentationDeep learning presentation
Deep learning presentation
 
Artificial Neural Network
Artificial Neural NetworkArtificial Neural Network
Artificial Neural Network
 
Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)Convolutional Neural Networks (CNN)
Convolutional Neural Networks (CNN)
 
Machine Learning
Machine LearningMachine Learning
Machine Learning
 
Artificial neural network
Artificial neural networkArtificial neural network
Artificial neural network
 
Introduction to Deep Learning
Introduction to Deep LearningIntroduction to Deep Learning
Introduction to Deep Learning
 
Multilayer perceptron
Multilayer perceptronMultilayer perceptron
Multilayer perceptron
 
Convolutional Neural Networks
Convolutional Neural NetworksConvolutional Neural Networks
Convolutional Neural Networks
 
Activation function
Activation functionActivation function
Activation function
 
Feedforward neural network
Feedforward neural networkFeedforward neural network
Feedforward neural network
 
Artifical Neural Network and its applications
Artifical Neural Network and its applicationsArtifical Neural Network and its applications
Artifical Neural Network and its applications
 
Artificial Neural Networks Lect3: Neural Network Learning rules
Artificial Neural Networks Lect3: Neural Network Learning rulesArtificial Neural Networks Lect3: Neural Network Learning rules
Artificial Neural Networks Lect3: Neural Network Learning rules
 
Machine Learning
Machine LearningMachine Learning
Machine Learning
 
Convolution Neural Network (CNN)
Convolution Neural Network (CNN)Convolution Neural Network (CNN)
Convolution Neural Network (CNN)
 
Knowledge representation In Artificial Intelligence
Knowledge representation In Artificial IntelligenceKnowledge representation In Artificial Intelligence
Knowledge representation In Artificial Intelligence
 
Perceptron (neural network)
Perceptron (neural network)Perceptron (neural network)
Perceptron (neural network)
 

Viewers also liked

Artificial neural networks
Artificial neural networksArtificial neural networks
Artificial neural networks
stellajoseph
 
Cryptography and E-Commerce
Cryptography and E-CommerceCryptography and E-Commerce
Cryptography and E-Commerce
Hiep Luong
 
How does rotary heat machine work on fabric
How does rotary heat machine work on fabricHow does rotary heat machine work on fabric
How does rotary heat machine work on fabric
Fei Yue Paper Industrial Co.,Ltd.
 

Viewers also liked (20)

Artificial intelligence NEURAL NETWORKS
Artificial intelligence NEURAL NETWORKSArtificial intelligence NEURAL NETWORKS
Artificial intelligence NEURAL NETWORKS
 
Artificial neural networks
Artificial neural networksArtificial neural networks
Artificial neural networks
 
Non-Fluff Software Defined Networking, Network Function Virtualization and IoT
Non-Fluff Software Defined Networking, Network Function Virtualization and IoTNon-Fluff Software Defined Networking, Network Function Virtualization and IoT
Non-Fluff Software Defined Networking, Network Function Virtualization and IoT
 
Software Defined Networks Explained
Software Defined Networks ExplainedSoftware Defined Networks Explained
Software Defined Networks Explained
 
Artificial Neural Networks Lect2: Neurobiology & Architectures of ANNS
Artificial Neural Networks Lect2: Neurobiology & Architectures of ANNSArtificial Neural Networks Lect2: Neurobiology & Architectures of ANNS
Artificial Neural Networks Lect2: Neurobiology & Architectures of ANNS
 
Artificial Neural Networks Lect1: Introduction & neural computation
Artificial Neural Networks Lect1: Introduction & neural computationArtificial Neural Networks Lect1: Introduction & neural computation
Artificial Neural Networks Lect1: Introduction & neural computation
 
Neural network
Neural networkNeural network
Neural network
 
Introduction to Neural networks (under graduate course) Lecture 7 of 9
Introduction to Neural networks (under graduate course) Lecture 7 of 9Introduction to Neural networks (under graduate course) Lecture 7 of 9
Introduction to Neural networks (under graduate course) Lecture 7 of 9
 
3.2 partitioning methods
3.2 partitioning methods3.2 partitioning methods
3.2 partitioning methods
 
Cryptography and E-Commerce
Cryptography and E-CommerceCryptography and E-Commerce
Cryptography and E-Commerce
 
Smartplug ppt
Smartplug pptSmartplug ppt
Smartplug ppt
 
artificial neural network
artificial neural networkartificial neural network
artificial neural network
 
Analysis and applications of artificial neural networks
Analysis and applications of artificial neural networksAnalysis and applications of artificial neural networks
Analysis and applications of artificial neural networks
 
Lessons from Software for Synthetic Biology
Lessons from Software for Synthetic BiologyLessons from Software for Synthetic Biology
Lessons from Software for Synthetic Biology
 
Thesis presentation
Thesis presentationThesis presentation
Thesis presentation
 
Sublimation vs Digital Printing By Sukhvir Sabharwal
Sublimation vs Digital Printing By Sukhvir SabharwalSublimation vs Digital Printing By Sukhvir Sabharwal
Sublimation vs Digital Printing By Sukhvir Sabharwal
 
Cryptography
CryptographyCryptography
Cryptography
 
How does rotary heat machine work on fabric
How does rotary heat machine work on fabricHow does rotary heat machine work on fabric
How does rotary heat machine work on fabric
 
Virtual manufacturing
Virtual manufacturingVirtual manufacturing
Virtual manufacturing
 
Micromachining Technology Seminar Presentation
Micromachining Technology Seminar PresentationMicromachining Technology Seminar Presentation
Micromachining Technology Seminar Presentation
 

Similar to neural network

nil-100128213838-phpapp02.pptx
nil-100128213838-phpapp02.pptxnil-100128213838-phpapp02.pptx
nil-100128213838-phpapp02.pptx
dlakmlkfma
 
Neural network
Neural networkNeural network
Neural network
Saddam Hussain
 
Fuzzy Logic Final Report
Fuzzy Logic Final ReportFuzzy Logic Final Report
Fuzzy Logic Final Report
Shikhar Agarwal
 
Artificial neural networks and its application
Artificial neural networks and its applicationArtificial neural networks and its application
Artificial neural networks and its application
Hưng Đặng
 

Similar to neural network (20)

nil-100128213838-phpapp02.pdf
nil-100128213838-phpapp02.pdfnil-100128213838-phpapp02.pdf
nil-100128213838-phpapp02.pdf
 
nil-100128213838-phpapp02.pptx
nil-100128213838-phpapp02.pptxnil-100128213838-phpapp02.pptx
nil-100128213838-phpapp02.pptx
 
Neural Networks
Neural NetworksNeural Networks
Neural Networks
 
Artificial Neural Network and its Applications
Artificial Neural Network and its ApplicationsArtificial Neural Network and its Applications
Artificial Neural Network and its Applications
 
Neural networks
Neural networksNeural networks
Neural networks
 
Artificial neural network
Artificial neural networkArtificial neural network
Artificial neural network
 
Artificial Neural Networks: Applications In Management
Artificial Neural Networks: Applications In ManagementArtificial Neural Networks: Applications In Management
Artificial Neural Networks: Applications In Management
 
Artificial Neural networks
Artificial Neural networksArtificial Neural networks
Artificial Neural networks
 
Neural network
Neural networkNeural network
Neural network
 
Project Report -Vaibhav
Project Report -VaibhavProject Report -Vaibhav
Project Report -Vaibhav
 
Jack
JackJack
Jack
 
Presentationnnnn
PresentationnnnnPresentationnnnn
Presentationnnnn
 
Artificial Neural Network: A brief study
Artificial Neural Network: A brief studyArtificial Neural Network: A brief study
Artificial Neural Network: A brief study
 
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdfCCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
 
Fuzzy Logic Final Report
Fuzzy Logic Final ReportFuzzy Logic Final Report
Fuzzy Logic Final Report
 
Unit I & II in Principles of Soft computing
Unit I & II in Principles of Soft computing Unit I & II in Principles of Soft computing
Unit I & II in Principles of Soft computing
 
Neural Networks
Neural NetworksNeural Networks
Neural Networks
 
Ann model and its application
Ann model and its applicationAnn model and its application
Ann model and its application
 
Artificial neural networks and its application
Artificial neural networks and its applicationArtificial neural networks and its application
Artificial neural networks and its application
 
Artificial neural networks and its application
Artificial neural networks and its applicationArtificial neural networks and its application
Artificial neural networks and its application
 

neural network