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Perceptron

February 2022

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Perceptron

Presentation edited by: Sana Amjad

(SP19-RSE-023)

Department of Computer Science

(Date: 11/02/2022)

Supervisor: Dr. Nadeem Javaid

Professor, Department of Computer Science

COMSATS University Islamabad, Islamabad

Pakistan

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

Introduction

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

Linear threshold unit (LTU)

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

What can a perceptron do?

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

Linear separability

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Linear separability

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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AND gate is linearly separable

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Exclusive OR problem

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Limitation of perceptron

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Multilayer perceptron

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Layers in neural network

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Perceptron learning algorithm

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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Thank You !!!

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Presentaon edited by: Sana Amjad, February 02, 2022

Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan

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