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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study, Virtual Classroom	Video and Text Based

Course Overview

The Mapping Signal Processing Algorithms to Architectures certification course delves into hardware implementations of Digital Signal Processing (DSP) systems, emphasising VLSI and FPGA technologies. Students explore algorithm analysis and mapping onto custom architectures for optimised operations. Prerequisites include strong fundamentals in Digital Design, DSP, and Processor Architecture.

The Mapping Signal Processing Algorithms to Architectures certification by NPTEL covers a spectrum of topics from basic digital systems to specialised architectures such as Systolic arrays and GPUs. Students gain theoretical insights and practical skills in designing efficient hardware architectures for signal processing tasks. They learn how to translate algorithms into hardware platforms.

The Highlights

Elective Online Course
12 Weeks Duration
Offered by IIT Madras

Programme Offerings

Certificate of completion
Practical Learning
Hands-on Experience

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	IIT Madras

Eligibility Criteria

Academic Qualifications

The Mapping Signal Processing Algorithms to Architectures certification course is intended for students interested in hardware implementations of DSP systems using VLSI/FPGA and custom parallel architectures like GPUs, requiring prior knowledge of Digital Design, Digital Signal Processing, and Processor Architecture at the undergraduate level.

Certification Qualifying Details

To receive the Mapping Signal Processing Algorithms to Architectures certification by NPTEL, you need a minimum average assignment score of 10/25 and an exam score of 30/75.

What you will learn

After completing the Mapping Signal Processing Algorithms to Architectures certification syllabus, you will gain a comprehensive understanding of hardware implementations of Digital Signal Processing (DSP) systems. You will also explore Very Large Scale Integration (VLSI) and Field Programmable Gate Array (FPGA) technologies.

Upon completion of the Mapping Signal Processing Algorithms to Architectures training, you will delve into the analysis of algorithms and learn how to map them onto custom architectures or those with specific extensions tailored for optimised operations. You will explore performance bounds, algorithm analysis techniques, and strategies for efficient mapping onto hardware platforms.

Who it is for

Hardware DeveloperElectronics EngineerIT ArchitectResearch ScientistSystems Architect

The Mapping Signal Processing Algorithms to Architectures online course is suitable for individuals interested in hardware implementations of Digital Signal Processing (DSP) systems, particularly those utilising Very Large Scale Integration (VLSI) and Field Programmable Gate Array (FPGA) technologies. This course is particularly beneficial for:

Admission Details

Follow these steps to join the Mapping Signal Processing Algorithms to Architectures classes:

Step 1: Browse the URL below:

https://swayam.gov.in/NPTEL

Step 2: Click on the “Sign-in/ Register” button

Step 3: Log in using a Google account-enabled email address

Step 4: Select your preferred course. Review the course details and fill out the required fields

Step 5: Click on the "Join" button

The Syllabus

Review: Digital systems, DSP, computer architecture

DSP system models; quality metrics and bounds; number representations

DSP system models; quality metrics and bounds; number representations (contd)

Implementation: dedicated hardware; transforms; resource sharing; Scheduling: time and resource bounds; allocation, binding, scheduling; techniques

Implementation: dedicated hardware; transforms; resource sharing; Scheduling: time and resource bounds; allocation, binding, scheduling; techniques (contd)

Implementation: dedicated hardware; transforms; resource sharing; Scheduling: time and resource bounds; allocation, binding, scheduling; techniques (contd)

Architectures: programmable systems; FSMs and microprograms; instruction extensions; peripheral accelerators

Architectures: programmable systems; FSMs and microprograms; instruction extensions; peripheral accelerators (contd)

Architectures: programmable systems; FSMs and microprograms; instruction extensions; peripheral accelerators (contd)

Memory and communication systems: bus structures; DMA; networks-on-chip

Memory and communication systems: bus structures; DMA; networks-on-chip (contd)

Specialized architectures: Systolic arrays; CORDIC; GPU

Evaluation process

The Mapping Signal Processing Algorithms to Architectures certification offers an optional exam. Your final score is determined by averaging the best 8 out of 12 assignments (25%) and your proctored exam score (75%).

IIT Madras Frequently Asked Questions (FAQ's)

1: What background knowledge do I need to enrol in the Mapping Signal Processing Algorithms to Architectures online course?

Prior understanding of Digital Design fundamentals, Digital Signal Processing (DSP), and Processor Architecture at the undergraduate level is required.

2: How will the Mapping Signal Processing Algorithms to Architectures certification benefit my career aspirations?

This course equips you with the skills needed for hardware implementations of DSP systems, VLSI/FPGA technologies, and custom parallel architectures like GPUs, opening up opportunities in various fields.

3: Are there any practical components to the Mapping Signal Processing Algorithms to Architectures online course?

While the course primarily involves lectures and discussions, there are hands-on laboratory sessions to reinforce practical skills in designing efficient hardware architectures for signal processing applications.

4: What support is available if I struggle with the course material?

You will have access to support from the instructor, teaching assistants, and possibly online forums where you can ask questions and seek clarification on course material.

5: How will my progress be assessed in the Mapping Signal Processing Algorithms to Architectures training?

Assessment methods may include assignments, quizzes, exams, and possibly a final project where you demonstrate your understanding by designing and implementing hardware architectures for specific DSP applications.