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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf Study, Virtual ClassroomVideo 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 AvailabilityCertificate Providing Authority
yesIIT Madras (IITM)

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

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%).

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