ELE 523E

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{{DISPLAYTITLE: ELE 523E: Computational Nanoelectronics}}
 
== Announcements ==
 
== Announcements ==
−
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Nov. 8th</span> [[Media:ele523e-2013-fall-student-presentations.pdf | Presentations rules and topics]] has been posted.
+
 
−
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Nov. 8th</span> [[Media:ele523e-2013-fall-hw-03.pdf | The third homework]] has been posted that is due 25/11/2013 before the midterm.
+
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Jan. 14th</span> To see your final grades [[Media:ele523e-2016-fall-grades.pdf | '''click here''']].
−
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Oct. 21th</span> [[Media:ele523e-2013-fall-hw-02.pdf | The second homework]] has been posted that is due 04/11/2013 before the lecture.
+
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Jan. 9th</span> Due to bad weather conditions, the project '''deadline''' is extended to '''Monday 23:59, 9/1/2017''' for softcopies via email, and '''Wednesday 17:30, 11/1/2017''' for hardcopies.
−
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Sept. 30th</span> [[Media:ele523e-2013-fall-hw-01.pdf | The first homework]] has been posted that is due 11/10/2013.
+
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Jan. 6th</span> Some clarifications have been added to the [[Media:ele523e-2016-fall-final-project.pdf | '''the final project''']].
−
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Sept. 12th</span>  The class is given in the room '''Z2''' (ground level), EEF.
+
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Dec. 12th</span> [[Media:ele523e-2016-fall-final-project.pdf | '''The final project''']] has been posted that is due '''9/1/2017''' before 13:30.
 +
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Dec. 12th</span> [[Media:ele523e-2016-fall-student-presentations.pdf | '''Presentation rules and schedules''']] have been posted.
 +
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Nov. 20th</span> [[Media:ele523e-2016-fall-hw-04.pdf | '''The fourth homework''']] has been posted that is due '''5/12/2016''' before 13:30.
 +
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Oct. 30th</span> [[Media:ele523e-2016-fall-hw-03.pdf | '''The third homework''']] has been posted that is due '''21/11/2016''' before 13:30.
 +
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Oct. 17th</span> [[Media:ele523e-2016-fall-hw-02.pdf | '''The second homework''']] has been posted that is due '''31/10/2016''' before 13:30.
 +
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Oct. 2nd</span> [[Media:ele523e-2016-fall-hw-01.pdf | '''The first homework''']] has been posted that is due '''17/10/2016''' before 13:30.
 +
* <span style="background:#4682B4; color:#FFFFFF; font-size: 100%;"> Sept. 19th</span>  The class is given in the room '''Z2''' (ground floor), EEF.
  
 
== Overview ==
 
== Overview ==
 
As current CMOS based technologies are approaching their anticipated limits, emerging nanotechnologies are expected to replace their role in electronic circuits. This course overviews  nanoelectronic circuits in a comparison with those of conventional CMOS-based. Deterministic and probobalistic emerging computing models are investigated. Regarding the interdisciplinary nature of emerging technologies, this course is appropriate for graduate students in different majors including electronics engineering, control engineering, computer science, applied physics, and mathematics. No prior course is required; only basic (college-level) knowledge in circuit design and mathematics is assumed. Topics that are covered include:
 
As current CMOS based technologies are approaching their anticipated limits, emerging nanotechnologies are expected to replace their role in electronic circuits. This course overviews  nanoelectronic circuits in a comparison with those of conventional CMOS-based. Deterministic and probobalistic emerging computing models are investigated. Regarding the interdisciplinary nature of emerging technologies, this course is appropriate for graduate students in different majors including electronics engineering, control engineering, computer science, applied physics, and mathematics. No prior course is required; only basic (college-level) knowledge in circuit design and mathematics is assumed. Topics that are covered include:
  
−
* Devices in computational nanoelectronics (in comparison with CMOS) including nano arrays, switches, and transistors.  
+
* Circuit elements and devices in computational nanoelectronics (in comparison with CMOS) including nano-crossbar switches, reversible quantum gates, approximate circuits and systems, and emerging transistors.  
 
* Introduction of emerging computing models in circuit level.
 
* Introduction of emerging computing models in circuit level.
 
* Analysis and synthesis of deterministic and probabilistic models.
 
* Analysis and synthesis of deterministic and probabilistic models.
 
* Performance of the computing models regarding area, power, speed, and accuracy.
 
* Performance of the computing models regarding area, power, speed, and accuracy.
−
* Uncertainty and defects: defect tolerance techniques for permanent and transient errors.
+
* Uncertainty and faults: fault analysis and tolerance techniques for permanent and transient faults.
  
 
== Syllabus ==
 
== Syllabus ==
−
<div style="font-size: 120%;"> '''Computational Nanoelectronics''', Mondays 13:30-16:30, Room: Z2 (EEF), Fall 2013. </div>  
+
<div style="font-size: 120%;"> '''ELE 523E: Computational Nanoelectronics''', CRN: 15371, Mondays 13:30-16:30, Room: Z2 (Ground Floor-EEF), Fall 2016. </div>  
−
{| border="1" cellspacing="0" cellpadding="5" " width="70%"
+
{| border="1" cellspacing="0" cellpadding="5" " width="80%"
 
    
 
    
 
| style="width: 20%;"|
 
| style="width: 20%;"|
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* Email: altunmus@itu.edu.tr
 
* Email: altunmus@itu.edu.tr
 
* Tel: 02122856635
 
* Tel: 02122856635
−
* Office hours: 13:30 – 15:00 on Tuesdays in Room:3005, EEF (or stop by my office any time)
+
* Office hours: 14:00 – 15:00 on Tuesdays in Room:3005, EEF (or stop by my office any time)
 
|-  
 
|-  
 
|  <div style="font-size: 120%;"> '''Grading'''</div>
 
|  <div style="font-size: 120%;"> '''Grading'''</div>
 
         ||  
 
         ||  
−
* Homework: '''15%'''
+
* Homework: '''20%'''
−
** 3 homeworks (5% each)
+
** 4 homeworks (5% each)
  
−
* Midterm Exam: '''25%'''
+
* Midterm Exam: '''20%'''
−
** The midterm is during the lecture time on '''25/11/2013'''.
+
** The midterm is during the lecture time on '''5/12/2016'''.
  
 
* Presentation: '''20%'''
 
* Presentation: '''20%'''
Line 43: Line 50:
 
|  <div style="font-size: 120%;"> '''Reference Books'''</div>
 
|  <div style="font-size: 120%;"> '''Reference Books'''</div>
 
         ||  
 
         ||  
−
* Zomaya, Y. (2006). Handbook of Nature-Inspired and Innovative Computing: Integrating Classical Models with Emerging Technologies, Springer.
+
* Waser, R. (2012). Nanoelectronics and information technology. John Wiley & Sons.
 +
 +
* Iniewski, K. (2010). Nanoelectronics: nanowires, molecular electronics, and nanodevices. McGraw Hill Professional.
  
−
* Yanushkevich, S., Shmerko, V., Lyshevski, S. (2005). Logic Design of NanoICs, CRC Press.
+
* Stanisavljević, M., Schmid, M, Leblebici, Y. (2010). Reliability  of Nanoscale Circuits and Systems: Methodologies and Circuit Architectures, Springer.  
  
 
* Adamatzky, A., Bull, L., Costello,  B.  L.,  Stepney, S., Teuscher, C. (2007). Unconventional Computing, Luniver Press.
 
* Adamatzky, A., Bull, L., Costello,  B.  L.,  Stepney, S., Teuscher, C. (2007). Unconventional Computing, Luniver Press.
  
−
* Stanisavljević, M.,  Schmid, M, Leblebici, Y. (2010). Reliability  of Nanoscale Circuits and Systems: Methodologies and Circuit Architectures, Springer.
+
* Zomaya, Y. (2006). Handbook of Nature-Inspired and Innovative Computing: Integrating Classical Models with Emerging Technologies, Springer.
  
−
* Sasao, T. (1999). Switching Theory for Logic Synthesis, Springer.
+
* Yanushkevich, S., Shmerko, V., Lyshevski, S. (2005). Logic Design of NanoICs, CRC Press.
  
 +
<!-- * Sasao, T. (1999).  Switching Theory for Logic Synthesis, Springer. -->
 
|-
 
|-
 
|  <div style="font-size: 120%;"> '''Policies'''</div>
 
|  <div style="font-size: 120%;"> '''Policies'''</div>
Line 58: Line 68:
 
* Homeworks are due at the beginning of class. Late homeworks will be downgraded by '''20%''' for each day passed the due date.  
 
* Homeworks are due at the beginning of class. Late homeworks will be downgraded by '''20%''' for each day passed the due date.  
 
* Collaboration is permitted and encouraged for homeworks, but each collaborator should turn in his/her own answers.
 
* Collaboration is permitted and encouraged for homeworks, but each collaborator should turn in his/her own answers.
−
* The midterm is in open-notes and open-books format.
+
* The midterm is in '''closed'''-notes and '''closed'''-books format.
 
* Collaboration is '''not''' permitted for the final project.
 
* Collaboration is '''not''' permitted for the final project.
 
|}
 
|}
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==Weekly Course Plan==
 
==Weekly Course Plan==
  
−
{| border="1" cellspacing="0" cellpadding="5" " width="70%"
+
{| border="1" cellspacing="0" cellpadding="5" " width="80%"
  
 
| style="width: 20%;"|
 
| style="width: 20%;"|
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|| <div style="font-size: 120%;"> '''Topic'''</div>
 
|| <div style="font-size: 120%;"> '''Topic'''</div>
 
|-  
 
|-  
−
|  Week  1, 16/9/2013       || Introduction  
+
|  Week  1, 19/9/2016       || Introduction  
 
|-  
 
|-  
−
|  Week  2, 23/9/2013       || Overview of emerging nanoscale devices and switches
+
|  Week  2, 26/9/2016       || Overview of emerging nanoscale devices and switches  
 
|-  
 
|-  
−
|  Week  3, 30/9/2013       || Quantum circuits and molecular computing
+
|  Week  3, 3/10/2016       || Reversible quantum computing, reversible circuit analysis and synthesis
 
|-  
 
|-  
−
|  Weeks 4, 7/10/2013 || Computing with nano arrays
+
|  Weeks 4, 10/10/2016 || Molecular computing with individual molecules and DNA strand displacement
 
|-
 
|-
−
|  Weeks 5, 14/10/2013   || HOLIDAY!, no class
+
|  Weeks 5, 17/10/2016   || Computing and logic synthesis with switching nano arrays 
 
|-
 
|-
−
|  Week 6, 21/10/2013      || Probabilistic computing  
+
|  Week 6, 24/10/2016    || Probabilistic/Stochastic computing with random bit streams and probabilistic switches
 
|-  
 
|-  
−
|  Weeks 7, 28/10/2013 || HOLIDAY!, no class 
+
|  Weeks 7, 31/10/2016 || Approximate computing and Bayesian networks
 
|-
 
|-
−
|  Week  8, 4/11/2013      || Probabilistic computing
+
|  Week  8, 7/11/2016    || HOLIDAY, no class 
 
|-  
 
|-  
−
|  Week  9, 11/11/2013     || Defects and reliability in nanoelectronics
+
|  Week  9, 14/11/2016     || Defects, faults, errors, and their analysis
 
|-  
 
|-  
−
|  Weeks 10, 18/11/2013 || Defects and reliability in nanoelectronics
+
|  Weeks 10, 21/11/2016 || Fault tolerance in nano-crossbar arrays
 
|-  
 
|-  
−
|  Week  11, 25/11/2013     || MIDTERM
+
|  Week  11, 28/11/2016     || Transient fault tolerance: error detecting and correcting 
 
|-  
 
|-  
−
|  Week  12, 2/12/2013     || Student presentations
+
|  Week  12, 5/12/2016     || MIDTERM 
 
|-  
 
|-  
−
|  Weeks 13, 9/12/2013 || Student presentations
+
|  Weeks 13, 12/12/2016 || Overview of the midterm, the presentation schedule, and the final project
 
|-  
 
|-  
−
|  Weeks 14, 16/12/2013 || Student presentations
+
|  Weeks 14, 19/12/2016 || Student presentations
 
|-  
 
|-  
−
|  Weeks 15, 23/12/2013 || Student presentations
+
|  Weeks 15, 26/12/2016 || Student presentations
 +
 
 
|}
 
|}
  
 
== Course Materials ==
 
== Course Materials ==
  
−
{| border="1" cellspacing="0" cellpadding="5"
+
{| border="1" cellspacing="0" cellpadding="4" " width="80%"
−
!Lecture Slides !! Lecture Slides !! Homeworks !! Student Presentations/Exams/Projects
+
!Lecture Slides !! Lecture Slides !! Homeworks !! Presentations & Exams & Projects
 
|-  
 
|-  
−
| [[Media:ele523e-2013-fall-w1-introduction.pptx | W1: Introduction]]   || [[Media:ele523e-2013-fall-w4-nano-array-based-computing.pptx | W4: Computing with Nano Arrays]] || [[Media:ele523e-2013-fall-hw-01.pdf | Homework 1]]   || [[Media:ele523e-2013-fall-student-presentations.pdf | Student Presentations]]
+
| [[Media:ele523e-2016-fall-w1-introduction.pptx | W1: Introduction]] || [[Media:ele523e-2016-fall-w6-probabilistic-computing.pptx | W6: Probabilistic Computing]] || [[Media:ele523e-2016-fall-hw-01.pdf | Homework 1]] ||   [[Media:ele523e-2016-fall-student-presentations.pdf | Student Presentations]]
−
|-
+
−
|  [[Media:ele523e-2013-fall-w2-emerging-computing.pptx | W2: Emerging Computing]]  || [[Media:ele523e-2013-fall-w5-w6-probabilistic-computing.pptx | W5-W6: Probabilistic computing]] || [[Media:ele523e-2013-fall-hw-02.pdf | Homework 2]]  ||
+
 
|-
 
|-
−
|  [[Media:ele523e-2013-fall-w3-quantum-molecular-computing.pptx | W3: Quantum and Molecular Computing]]  ||  || [[Media:ele523e-2013-fall-hw-03.pdf | Homework 3]]   ||   
+
| [[Media:ele523e-2016-fall-w2-emerging-computing.pptx | W2: Emerging Computing]]  ||  [[Media:ele523e-2016-fall-w7-approximate-computing-and-Bayesian-networks.pptx | W7: Approximate Computing & Bayesian Networks]]   || [[Media:ele523e-2016-fall-hw-02.pdf | Homework 2]]  ||    [[Media:ele523e-2016-fall-midterm.pdf | Midterm]]
−
   
+
|-
−
 
+
| [[Media:ele523e-2016-fall-w3-reversible-quantum-computing.pptx | W3: Reversible Quantum Computing]]  ||  [[Media:ele523e-2016-fall-w9-fault-analysis.pptx | W9: Faults and Their Analysis]] || [[Media:ele523e-2016-fall-hw-03.pdf | Homework 3]] ||  [[Media:ele523e-2016-fall-final-project.pdf | Final Project]]
 +
|-
 +
| [[Media:ele523e-2016-fall-w4-molecular-computing.pptx | W4: Molecular Computing]]  || [[Media:ele523e-2016-fall-w10-w11-fault-tolerance.pptx | W10-W11: Fault Tolerance for Nano Electronics]]  || [[Media:ele523e-2016-fall-hw-04.pdf | Homework 4]] ||     
 +
|-
 +
|  [[Media:ele523e-2016-fall-w5-nano-array-based-computing.pptx | W5: Nanoarray based Computing]]  ||  || ||
 
|}
 
|}

Latest revision as of 19:26, 14 January 2017

Contents

[edit] Announcements

  • Jan. 14th To see your final grades click here.
  • Jan. 9th Due to bad weather conditions, the project deadline is extended to Monday 23:59, 9/1/2017 for softcopies via email, and Wednesday 17:30, 11/1/2017 for hardcopies.
  • Jan. 6th Some clarifications have been added to the the final project.
  • Dec. 12th The final project has been posted that is due 9/1/2017 before 13:30.
  • Dec. 12th Presentation rules and schedules have been posted.
  • Nov. 20th The fourth homework has been posted that is due 5/12/2016 before 13:30.
  • Oct. 30th The third homework has been posted that is due 21/11/2016 before 13:30.
  • Oct. 17th The second homework has been posted that is due 31/10/2016 before 13:30.
  • Oct. 2nd The first homework has been posted that is due 17/10/2016 before 13:30.
  • Sept. 19th The class is given in the room Z2 (ground floor), EEF.

[edit] Overview

As current CMOS based technologies are approaching their anticipated limits, emerging nanotechnologies are expected to replace their role in electronic circuits. This course overviews nanoelectronic circuits in a comparison with those of conventional CMOS-based. Deterministic and probobalistic emerging computing models are investigated. Regarding the interdisciplinary nature of emerging technologies, this course is appropriate for graduate students in different majors including electronics engineering, control engineering, computer science, applied physics, and mathematics. No prior course is required; only basic (college-level) knowledge in circuit design and mathematics is assumed. Topics that are covered include:

  • Circuit elements and devices in computational nanoelectronics (in comparison with CMOS) including nano-crossbar switches, reversible quantum gates, approximate circuits and systems, and emerging transistors.
  • Introduction of emerging computing models in circuit level.
  • Analysis and synthesis of deterministic and probabilistic models.
  • Performance of the computing models regarding area, power, speed, and accuracy.
  • Uncertainty and faults: fault analysis and tolerance techniques for permanent and transient faults.

[edit] Syllabus

ELE 523E: Computational Nanoelectronics, CRN: 15371, Mondays 13:30-16:30, Room: Z2 (Ground Floor-EEF), Fall 2016.
Instructor

Mustafa Altun

  • Email: altunmus@itu.edu.tr
  • Tel: 02122856635
  • Office hours: 14:00 – 15:00 on Tuesdays in Room:3005, EEF (or stop by my office any time)
Grading
  • Homework: 20%
    • 4 homeworks (5% each)
  • Midterm Exam: 20%
    • The midterm is during the lecture time on 5/12/2016.
  • Presentation: 20%
    • Presentations are made individually or in groups depending on class size.
    • Presentation topics will be posted.
  • Final Project: 40%
Reference Books
  • Waser, R. (2012). Nanoelectronics and information technology. John Wiley & Sons.
  • Iniewski, K. (2010). Nanoelectronics: nanowires, molecular electronics, and nanodevices. McGraw Hill Professional.
  • Stanisavljević, M., Schmid, M, Leblebici, Y. (2010). Reliability of Nanoscale Circuits and Systems: Methodologies and Circuit Architectures, Springer.
  • Adamatzky, A., Bull, L., Costello, B. L., Stepney, S., Teuscher, C. (2007). Unconventional Computing, Luniver Press.
  • Zomaya, Y. (2006). Handbook of Nature-Inspired and Innovative Computing: Integrating Classical Models with Emerging Technologies, Springer.
  • Yanushkevich, S., Shmerko, V., Lyshevski, S. (2005). Logic Design of NanoICs, CRC Press.
Policies
  • Homeworks are due at the beginning of class. Late homeworks will be downgraded by 20% for each day passed the due date.
  • Collaboration is permitted and encouraged for homeworks, but each collaborator should turn in his/her own answers.
  • The midterm is in closed-notes and closed-books format.
  • Collaboration is not permitted for the final project.

[edit] Weekly Course Plan

Date
Topic
Week 1, 19/9/2016 Introduction
Week 2, 26/9/2016 Overview of emerging nanoscale devices and switches
Week 3, 3/10/2016 Reversible quantum computing, reversible circuit analysis and synthesis
Weeks 4, 10/10/2016 Molecular computing with individual molecules and DNA strand displacement
Weeks 5, 17/10/2016 Computing and logic synthesis with switching nano arrays
Week 6, 24/10/2016 Probabilistic/Stochastic computing with random bit streams and probabilistic switches
Weeks 7, 31/10/2016 Approximate computing and Bayesian networks
Week 8, 7/11/2016 HOLIDAY, no class
Week 9, 14/11/2016 Defects, faults, errors, and their analysis
Weeks 10, 21/11/2016 Fault tolerance in nano-crossbar arrays
Week 11, 28/11/2016 Transient fault tolerance: error detecting and correcting
Week 12, 5/12/2016 MIDTERM
Weeks 13, 12/12/2016 Overview of the midterm, the presentation schedule, and the final project
Weeks 14, 19/12/2016 Student presentations
Weeks 15, 26/12/2016 Student presentations

[edit] Course Materials

Lecture Slides Lecture Slides Homeworks Presentations & Exams & Projects
W1: Introduction W6: Probabilistic Computing Homework 1 Student Presentations
W2: Emerging Computing W7: Approximate Computing & Bayesian Networks Homework 2 Midterm
W3: Reversible Quantum Computing W9: Faults and Their Analysis Homework 3 Final Project
W4: Molecular Computing W10-W11: Fault Tolerance for Nano Electronics Homework 4
W5: Nanoarray based Computing
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