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Latest revision as of 15:47, 30 August 2023

Welcome to the Emerging Circuits and Computation (ECC) Group

Our group, comprised of Mustafa Altun and his scholars & students, is in the Department of Electronics and Communication Engineering at Istanbul Technical University. In terms of research, we aim to develop new computing paradigms as well as circuit design and electronic design automation (EDA) techniques especially for future and emerging technologies. We also have a special interest in electronics reliability in both circuit and system levels. In terms of teaching, we offer courses on digital/analog circuit design as well as on computational nanoelectronics.

Group news

Aug. 2023 We have received IEEE Turkey Research Incentive Award, given to total of 3 scientists in Turkey.

Apr. 2022 Our patent "Perfect detection of concurrent faults in CMOS circuits by exploiting reversible and preservative gates" is granted by the U.S. Patent and Trademark Office.

Apr. 2022 We will present our work "Level 3 Based SPICE Model for Low-Voltage Pentacene Thin Film Transistors" in SMACD 2022.

Dec. 2021 We have received METU Prof. Dr. Mustafa N. Parlar Foundation Research Incentive Award, given to total of 14 scientists in Turkey; we are one of the two awardees in the field of electrical and electronics engineering.

Apr. 2021 We will present our work "Efficient Hardware Implementation of Convolution Layers Using Multiply-Accumulate Blocks" in IEEE-ISVLSI 2021.

Apr. 2021 We will present our work "A Study on Hardware-Aware Training Techniques for Feedforward Artificial Neural Networks" in IEEE-ISVLSI 2021.

Nov. 2020 We have received TUBITAK Project Performance Award given to our completed TUBITAK 3501 project on computing with nano-crossbar arryas" for its outcomes and future impacts.

Oct. 2020 We have received TUBITAK Project Performance Award given to our completed TUBITAK 1002 project on reversible computing for fault tolerance" for its outcomes and future impacts.

Sept. 2020 Our patent "CMOS compatible device based on four-terminal switching lattices" is granted by the U.S. Patent and Trademark Office.

May 2020 We will present our work "Efficient Hardware Implementation of Artificial Neural Networkcompleted s Using Approximate Multiply-Accumulate Blocks" in IEEE-ISVLSI 2020.

Apr. 2020 Our project on hardware implementation of artificial neural networks received a grant from the TUBITAK Scientific and Technological Research Projects Funding Program (1001).

Apr. 2020 We have received Science Academy Young Scientist Award (BAGEP) given to 40 scientists among nearly 400 applicants in Turkey; we are the only awardee in the field of electrical and electronics engineering.

Jan. 2020 We will present our work "Efficient Time-Multiplexed Realization of Feedforward Artificial Neural Networks" in IEEE-ISCAS 2020.

Jan. 2020 We will present our work "A Novel Method for the Realization of Complex Logic Functions Using Switching Lattices" in IEEE-ISCAS 2020.

PREVIOUS NEWS:

Nov. 2019 Four years in a row, we present our works in a premier conference on electronic design automation DATE with 6 published papers; good success!

Nov. 2019 We will present our work "Nano-Crossbar based Computing: Lessons Learned and Future Directions" in a premier conference on electronic design automation DATE 2020.

Nov. 2019 We will present our work "CMOS Implementation of Switching Lattices" in a premier conference on electronic design automation DATE 2020.

Oct. 2019 We will give a keynote talk "Computing with Nano-crossbar Arrays" in CENICS 2019.

July 2019 We will present our work "The Enhanced Electronic Properties of P3HT-WO3 Hybrid Thin Film Transistors" in ANM 2019.

Apr. 2019 Our project on the implementation of 3D nano stuctures and switching lattices received an international research grant jointly from TUBITAK and NSF. Our partner is Prof. Csaba Moritz from University of Massachusetts, USA.

Apr. 2019 We will present our work "Implementation of CMOS Logic Circuits with Perfect Fault Detection Using Preservative Reversible Gates" in a leading conference on online testing IOLTS 2019.

Nov. 2018 We will present our work "Realization of Four-Terminal Switching Lattices: Technology Development and Circuit Modeling" in a premier conference on electronic design automation DATE 2019.

Nov. 2018 We will present our work "A Satisfiability-Based Approximate Algorithm for Logic Synthesis Using Switching Lattices" in a premier conference on electronic design automation DATE 2019.

June 2018 We will present our work "Integrated Synthesis Methodology for Crossbar Arrays" in a leading conference on nanocircuits/nanoarchitectures IEEE/ACM-NANOARCH 2018.

May 2018 We will present two papers on approximate neural networks and modeling of organic transistors in SMACD 2018.

Jan. 2018 We showcase our EU-H2020 project in a YouTube video.

Nov. 2017 We will present our work "Logic Synthesis and Defect Tolerance for Memristive Crossbar Arrays" in a premier conference on electronic design automation DATE 2018.

Oct. 2017 We will give an invited talk "Future and Emerging Computing Paradigms in Electronics" in IEEE-ICECS 2017.

Oct. 2017 We will present two papers on fault tolerance of nano-crossbar arrays and stochastic number generators in IEEE-ICECS 2017.

Sept. 2017 We will give an invited talk "Nanoelectronics and Emerging Computing Techniques" in Science Unites All (SCI-ALL) 2017 - European Researchers' Night Event.

Aug. 2017 Our two papers in the area of fault tolerance for nano-crossbar arrays are accepted in journals CSUR and TETC having impact factors of 6,8 and 3,8. This endorses our leading expertise in this area.

July 2017 Our project on approximate computing and applications in image processing with learning received a grant from the TUBITAK Scientific and Technological Research Projects Funding Program (1001).

June 2017 We place first in graduation project competition - 2017 launched by the Chamber of Electrical Engineers of Turkey (EMO); our project is titled "Implementation of a Fault-Aware 8-Bit Reversible Microprocessor".

May 2017 We will present our work "A Power Efficient System Design Methodology Employing Approximate Arithmetic Units" in IEEE-ISVLSI 2017.

Apr. 2017 We will present our work "Spintronic Memristor based Offset Cancellation Technique for Sense Amplifiers" in SMACD 2017.

Dec. 2016 Our project on stochastic computing and applications in large-area electronics received a grant from the TUBITAK Scientific and Technological Research Projects Funding Program (1001).

Nov. 2016 We will present our work "Computing with Nano-Crossbar Arrays: Logic Synthesis and Fault Tolerance" in a premier conference on electronic design automation DATE 2017.

Aug. 2016 Our three papers are recently accepted in journals TCAD, RESS, and MVLSC. All these papers are solely made in our group from Masters studies. Good job!

May 2016 We will give an invited talk "EU H2020 Success Story" in H2020 MSCA 2016 Istanbul Training & Info Event.

Apr. 2016 We will present our work "Accurate Synthesis of Arithmetic Operations with Stochastic Logic" in IEEE-ISVLSI 2016.

Apr. 2016 We will present our work "Power-Delay-Area Performance Modeling and Analysis for Nano-Crossbar Arrays" in IEEE-ISVLSI 2016.

Apr. 2016 We will give an invited talk "Circuit Design and Optimization of Nano-Crossbar Arrays" in NanoTR-12.

Feb. 2016 We will give a plenary talk "Implementation of a Switching Nano-Crossbar Computer" in ACS 2016.

Jan. 2016 We will present our EU H2020 project NANOxCOMP in a premier conference on electronic design automation DATE 2016.

Dec. 2015 Our project on fault-aware reversible microprocessor implementation received a grant from the TUBITAK Short Term R&D Funding Program (1002).

Sept. 2015 Our project on nano-crossbar computer implementation received a 724.500EURO grant from the EU H2020-MSCA Research and Innovation Staff Exchange Program (RISE). This project has a consortium of eight international partners and is coordinated by our group; we are one of the few H2020 project coordinators from Turkey.

Aug. 2015 Our project on sensor and communication systems for phacoemulsification cataract eye surgery is invited to the final exhibition of the TUBITAK Industry Oriented Senior Project Competition (2241/B) as one of the top 40 out of more than 400 projects. The project is cooperated with Novartis-Alcon.

Aug. 2015 We will present two papers on electronics reliability in ESREL 2015.

May 2015 We will present our work "Defect Tolerance in Diode, FET, and Four-Terminal Switch Based Nano-Crossbar Arrays" in a globally leading conference on nanocircuits/nanoarchitectures IEEE/ACM-NANOARCH 2015.

Feb. 2015 We will present our work "Synthesis and Optimization of Switching Nanoarrays" in IEEE-DDECS 2015.

Nov. 2014 We will present three papers on circuit design techniques for emerging technologies in a premier national conference ELECO 2014.

Oct. 2014 We will present our work "An Efficient Algorithm to Synthesize Quantum Circuits and Optimization" in IEEE-ICECS 2014.

Sept. 2014 We will present our work "Warranty Forecasting of Electronic Boards using Short-term Field Data" in a globally leading reliability conference RAMS 2015.

June 2014 We will present our work "Reliability Prediction of Electronic Boards by Analyzing Field Return Data" in ESREL 2014.

Feb. 2014 Our project on circuit design and reliability for switching nano arrays received a grant from the TUBITAK Career Program (3501).

Feb. 2014 Our project on quantum circuit design is supported by the ITU Research Project Support Program (BAP) and the TUBITAK MSc Scholarship Program in Priority Areas (2210/C).

Oct. 2013 Our project on reliability of appliance electronic cards received a grant from the TUBITAK University-Industry Collaboration Grant Program (1505). The project is cooperated with Arçelik A.Ş..

Sept. 2013 We will present our work "Computation with Regular Arrays of Nano Switches" in ICCMNM-FIAS 2013.
May 2013 We offer a new graduate course: Computational Nanoelectronics.

Our progress by the numbers, 2013-2020

Founded in 2013, our group has made many achievements including:

Nearly $1.075.000 was received to be spent for our group. $400.000 came from an international EU H2020 project; $100.000 came from an international TUBITAK-NSF project; and $500.000 came from six different national TUBITAK projects. We are the principal investigator (PI) of all these 8 projects. Additionally, $50.000 came directly from our industry partners and $25.000 came from university-internal sources.
61 peer-reviewed papers were published/accepted in leading journals and conferences. 36 of them are solely made in ECC -- all authors are from our group; 10 of them are coauthored by our collaborators from industry; and 21 of them are coauthored by our collaborators from academia.

3 patents were granted. Two of them are US patents and one of them is a TR patent.

10 Masters students graduated from our group; 6 Doctoral students are expected to graduate by 2023; and 2 Posdoctoral researchers joined us.

Joining our group

For current open positions in the area of artificial neural network implementations click here.
For current open positions in the area of nano-crossbar implementations click here.
Visiting professors/researchers and postdoc scholars are very welcome. They are highly encouraged to apply for the following programs:
- European Union H2020 Individual Fellowships (MSCA - IF)
- TUBITAK Research Fellowship Program For Foreign Citizens (2216)
- TUBITAK National Postdoctoral Research Fellowship Program (2218)
- TUBITAK Fellowship for Visiting Scientists and Scientists on Sabbatical Leave (2221)
- TUBITAK International Fellowship for Outstanding Researchers (2232)
- TUBITAK-EU H2020 Co-Funded Brain Circulation Scheme (2236)

Various funded research projects available for graduate and undergraduate students on the following topics:
- Circuit/system design for emerging technologies based on crossbar arrays
- Hardware implementation of artificial neural networks
- Stochastic, bit stream, and time based computing
- Reliability of electronic circuits and systems
- Approximate computing

Collaborating with our group

We are wide open to national/international collaborations with academia and industry.
We are dedicated to establish new partnerships for EU H2020 work programmes including, but not limited to:
- Future and Emerging Technologies (FET)
- Information and Communication Technologies (ICT)
We are dedicated to establish new partnerships within EU Cost actions and joint international calls.
We are also interested in industry based and market driven partnerships through EUREKA.

If interested in our group, please contact Mustafa at altunmus@itu.edu.tr or stop by EEF 3005 (coffee guaranteed).

Selected recent publications

The paper published in IEEE Access, 2021

The paper published in IEEE TCAD, 2021

The paper published in Thin Solid Films, 2021

The paper published in IEEE TNANO, 2021

Group pictures

Our traditional iftar dinner in Karaköy, 2019

Birthday party in our lab., 2018

ECC show up, 2017

Group dining in Baltalimani, 2016

@@ Line 9: / Line 9: @@
 | valign="top" style="padding:8px 8px 0px 8px; background:#f5fffa;" <!--H210 S4 V100--> |
-Our group, comprised of [[Mustafa_Altun|'''Mustafa Altun''']] and his [[People|scholars & students]], is in the [http://www.ehb.itu.edu.tr/index.php?lang=en Department of Electronics and Communication Engineering] at [http://www.itu.edu.tr/en/ Istanbul Technical University]. In terms of [[Research|'''research''']], we aim to develop  new computing paradigms as well as circuit design and electronic design automation (EDA) techniques especially for future and emerging technologies. We also have a special interest in electronics reliability in both circuit and system levels. In terms of [[Teaching|'''teaching''']], we offer courses on digital/analog circuit design as well as on computational nanoelectronics.
+Our group, comprised of [[Mustafa_Altun|'''Mustafa Altun''']] and his [[People|scholars & students]], is in the [http://ehb.itu.edu.tr/en/home Department of Electronics and Communication Engineering] at [http://www.itu.edu.tr/en/ Istanbul Technical University]. In terms of [[Research|'''research''']], we aim to develop  new computing paradigms as well as circuit design and electronic design automation (EDA) techniques especially for future and emerging technologies. We also have a special interest in electronics reliability in both circuit and system levels. In terms of [[Teaching|'''teaching''']], we offer courses on digital/analog circuit design as well as on computational nanoelectronics.
 [[Image:website-art-1.png|center|none|550px|link=]]
@@ Line 25: / Line 25: @@
 | style="padding:2px;" | <h2 id="mp-tafi-h2" style="margin:3px; background:#8FBC8F; font-size:125%; font-weight:bold; border:1px solid #3CB371; text-align:left; color:#000; padding:0.2em 0.4em;">Group news</h2>
-* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Oct. 2020</span> We have received TUBITAK Project Performance Award given to our TUBITAK 1002 project on ''reversible computing for fault tolerance" for its outcomes and future impacts.
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Aug. 2023</span> We have received [https://www.ieee.org.tr/ IEEE Turkey] Research Incentive Award, given to total of 3 scientists in Turkey.
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2022</span> Our patent "''Perfect detection of concurrent faults in CMOS circuits by exploiting reversible and preservative gates''" is granted by the U.S. Patent and Trademark Office.
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2022</span> We will present our work "''Level 3 Based SPICE Model for Low-Voltage Pentacene Thin Film Transistors"''  in [http://smacd-conference.org/ SMACD 2022].
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Dec. 2021</span> We have received [http://parlar.org.tr/ METU Prof. Dr. Mustafa N. Parlar Foundation] Research Incentive Award, given to total of 14 scientists in Turkey;  we are one of the two awardees in the field of electrical and electronics engineering.
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2021</span> We will present our work "''Efficient Hardware Implementation of Convolution Layers Using Multiply-Accumulate Blocks''" in [http://www.eng.ucy.ac.cy/theocharides/isvlsi21/ IEEE-ISVLSI 2021].
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2021</span> We will present our work "''A Study on Hardware-Aware Training Techniques for Feedforward Artificial Neural Networks''" in [http://www.eng.ucy.ac.cy/theocharides/isvlsi21/ IEEE-ISVLSI 2021].
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Nov. 2020</span> We have received TUBITAK Project Performance Award given to our completed TUBITAK 3501 project on ''computing with nano-crossbar arryas" for its outcomes and future impacts.
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Oct. 2020</span> We have received TUBITAK Project Performance Award given to our completed TUBITAK 1002 project on ''reversible computing for fault tolerance" for its outcomes and future impacts.
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Sept. 2020</span> Our patent "''CMOS compatible device based on four-terminal switching lattices''" is granted by the U.S. Patent and Trademark Office.
-* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> May 2020</span> We will present our work "''Efficient Hardware Implementation of Artificial Neural Networks Using Approximate Multiply-Accumulate Blocks''" in [http://www.isvlsi.org/ IEEE-ISVLSI 2020].
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> May 2020</span> We will present our work "''Efficient Hardware Implementation of Artificial Neural Networkcompleted s Using Approximate Multiply-Accumulate Blocks''" in [http://www.eng.ucy.ac.cy/theocharides/isvlsi20/ IEEE-ISVLSI 2020].
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2020</span> Our project on ''hardware implementation of artificial neural networks'' received a grant from the TUBITAK Scientific and Technological Research Projects Funding Program (1001).
@@ Line 38: / Line 52: @@
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Jan. 2020</span> We will present our work "''A Novel Method for the Realization of Complex Logic Functions Using Switching Lattices''" in  [http://iscas2020.org/ IEEE-ISCAS 2020].
+<!--* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> July 2019</span> We hire! For current openings, click [[Media:ECC-ANN-position-2019.pdf | '''here''']] and [[Media:ECC-nano-position-2019.pdf | '''here''']].-->
+<div class="toccolours mw-collapsible mw-collapsed" cellspacing="0" cellpadding="0" width=100% style="border:1px solid #3CB371; padding:1px;">
+:<u>'''PREVIOUS NEWS'''</u>:
+<div class="mw-collapsible-content">
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Nov. 2019</span> Four years in a row, we present our works in a premier conference on electronic design automation [http://www.date-conference.com/ DATE] with 6 published papers; good success!
@@ Line 46: / Line 65: @@
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Oct. 2019</span> We will give a keynote talk "''Computing with Nano-crossbar Arrays''" in [http://www.iaria.org/conferences2019/CENICS19.html CENICS 2019].
-<!--* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> July 2019</span> We hire! For current openings, click [[Media:ECC-ANN-position-2019.pdf | '''here''']] and [[Media:ECC-nano-position-2019.pdf | '''here''']].-->
-<div class="toccolours mw-collapsible mw-collapsed" cellspacing="0" cellpadding="0" width=100% style="border:1px solid #3CB371; padding:1px;">
-:<u>'''PREVIOUS NEWS'''</u>:
-<div class="mw-collapsible-content">
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> July 2019</span> We will present our work "''The Enhanced Electronic Properties of P3HT-WO3 Hybrid Thin Film Transistors''" in  [http://www.advanced-nanomaterials-conference.com/ ANM 2019].
@@ Line 64: / Line 78: @@
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> June 2018</span> We will present our work "''Integrated Synthesis Methodology for Crossbar Arrays''" in a leading conference on nanocircuits/nanoarchitectures [http://www.nanoarch.org IEEE/ACM-NANOARCH 2018].
-* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> May 2018</span> We will present two papers on ''approximate neural networks'' and ''modeling of organic transistors'' in [http://smacd2018.org/ SMACD 2018].
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> May 2018</span> We will present two papers on ''approximate neural networks'' and ''modeling of organic transistors'' in [http://smacd-conference.org/ SMACD 2018].
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Jan. 2018</span> We showcase our EU-H2020 project in a [http://youtu.be/iwMSSvE1y8s YouTube video].
@@ Line 82: / Line 96: @@
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> June 2017</span> We place first in [http://www.istanbul.emo.org.tr/ graduation project competition - 2017] launched by the Chamber of Electrical Engineers  of Turkey (EMO); our project is titled "''Implementation of a Fault-Aware 8-Bit Reversible Microprocessor''".
-* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> May 2017</span> We will present our work "''A Power Efficient System Design Methodology Employing Approximate Arithmetic Units''" in [http://www.isvlsi.org/ IEEE-ISVLSI 2017].
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> May 2017</span> We will present our work "''A Power Efficient System Design Methodology Employing Approximate Arithmetic Units''" in [http://www.eng.ucy.ac.cy/theocharides/isvlsi17/ IEEE-ISVLSI 2017].
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2017</span> We will present our work "''Spintronic Memristor based Offset Cancellation Technique for Sense Amplifiers''" in [http://smacd2017.unisa.it/ SMACD 2017].
@@ Line 95: / Line 109: @@
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> May 2016</span> We will give an invited talk "''EU H2020 Success Story''" in [http://msca-association.teamwork.fr/en/programme H2020 MSCA 2016 Istanbul Training & Info Event].
-* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2016</span> We will present our work "''Accurate Synthesis of Arithmetic Operations with Stochastic Logic''" in [http://www.isvlsi.org/ IEEE-ISVLSI 2016].
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2016</span> We will present our work "''Accurate Synthesis of Arithmetic Operations with Stochastic Logic''" in [http://www.eng.ucy.ac.cy/theocharides/isvlsi16/ IEEE-ISVLSI 2016].
-* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2016</span> We will present our work "''Power-Delay-Area Performance Modeling and Analysis for Nano-Crossbar Arrays''" in [http://www.isvlsi.org/ IEEE-ISVLSI 2016].
+* <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2016</span> We will present our work "''Power-Delay-Area Performance Modeling and Analysis for Nano-Crossbar Arrays''" in [http://www.eng.ucy.ac.cy/theocharides/isvlsi16/ IEEE-ISVLSI 2016].
 * <span style="background:#8FBC8F; color:#FFFFFF; font-size: 100%; border:1px solid #3CB371;"> Apr. 2016</span> We will give an invited talk "''Circuit Design and Optimization of Nano-Crossbar Arrays''" in [http://www.nanotr.org/ NanoTR-12].
@@ Line 148: / Line 162: @@
 * <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 61</span>  peer-reviewed '''papers''' were published/accepted in leading journals and conferences. <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 36</span> of them are solely '''made in ECC''' -- all authors are from our group; <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 10</span> of them are coauthored by our collaborators from '''industry'''; and <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 21</span> of them are coauthored by our collaborators from '''academia'''.
-* <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 3</span> '''patents''' were granted. <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 2</span> of them are US patents and <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 1</span> of them is a TR patent.
+* <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 3</span> '''patents''' were granted. Two of them are '''US''' patents and one of them is a '''TR''' patent.
 * <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 10</span> '''Masters''' students graduated from our group; <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 6</span> '''Doctoral''' students are expected to graduate by 2023; and <span style="background:#F5F5F5; font-size: 125%; border:2px solid #B22222;"> 2</span> '''Posdoctoral''' researchers joined us.
@@ Line 167: / Line 181: @@
 * For current '''open positions''' [[Media:Altun-Tubitak-3501-is-ilani-2014.pdf | '''click here''']]. -->
 * Visiting '''professors/researchers''' and '''postdoc''' scholars are very welcome. They are highly encouraged to apply for the following programs:
-** European Union H2020 Individual Fellowships ([http://ec.europa.eu/research/mariecurieactions/actions/individual-fellowships_en MSCA - IF])
+** European Union H2020 Individual Fellowships ([https://ec.europa.eu/research/mariecurieactions/actions/individual-fellowships_en MSCA - IF])
 ** TUBITAK Research Fellowship Program For Foreign Citizens ([http://www.tubitak.gov.tr/en/funds/academy/international-researchers-fellowship-programmes/content-2216-research-fellowship-programme-for-international-researchers 2216])
 ** TUBITAK National Postdoctoral Research Fellowship Program ([http://www.tubitak.gov.tr/tr/burslar/doktora-sonrasi/arastirma-burs-programlari/icerik-2218-yurt-ici-doktora-sonrasi-arastirma-burs-programi 2218])
@@ Line 205: / Line 219: @@
 <div><center>
-<li style="display: inline-block;"> [[File:Main-pub-1-2019.png|link=http://www.ecc.itu.edu.tr/images/c/c8/Nojehdeh_Altun_Approximate_Adders_Multipliers.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/c/c8/Nojehdeh_Altun_Approximate_Adders_Multipliers.pdf The paper] published in [http://www.journals.elsevier.com/integration Integration], 2019]]
+<li style="display: inline-block;"> [[File:Main-pub-1-2021.png|link=http://www.ecc.itu.edu.tr/images/d/dd/Karadeniz_Cevik_Altun_STAMP_Stochastic_Number_Generator.pdf |thumb|none|350px|[http://www.ecc.itu.edu.tr/images/d/dd/Karadeniz_Cevik_Altun_STAMP_Stochastic_Number_Generator.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639 IEEE Access], 2021]]
+<li style="display: inline-block;"> [[File:Main-pub-2-2021.png|link=http://www.ecc.itu.edu.tr/images/0/01/Karadeniz_Altun_TALIPOT.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/0/01/Karadeniz_Altun_TALIPOT.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=43 IEEE TCAD], 2021]]
+<li style="display: inline-block;"> [[File:Main-pub-3-2021.png|link=http://www.ecc.itu.edu.tr/images/5/5e/Ordokhani_EtAl_SWCNT_Fabrication_with_Sonication.pdf|thumb|none|370px|[http://www.ecc.itu.edu.tr/images/5/5e/Ordokhani_EtAl_SWCNT_Fabrication_with_Sonication.pdf The paper] published in [http://www.journals.elsevier.com/thin-solid-films Thin Solid Films], 2021]]
+<li style="display: inline-block;"> [[File:Main-pub-4-2021.png|link=http://www.ecc.itu.edu.tr/images/d/db/Morgul_EtAl_Circuit_Design_Steps_for_Nano_Crossbar_Arrays.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/d/db/Morgul_EtAl_Circuit_Design_Steps_for_Nano_Crossbar_Arrays.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=7729 IEEE TNANO], 2021]]
+<!--
+<li style="display: inline-block;"> [[File:Main-pub-3-2020.png|link=http://www.ecc.itu.edu.tr/images/6/69/Akkan_EtAl_H_and_Square_Lattice_Technology_Development.pdf |thumb|none|350px|[http://www.ecc.itu.edu.tr/images/6/69/Akkan_EtAl_H_and_Square_Lattice_Technology_Development.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6245516 IEEE TETC], 2020]]
+<li style="display: inline-block;"> [[File:Main-pub-1-2020.png|link=http://www.ecc.itu.edu.tr/images/e/eb/Aksoy_Parvin_Nojehdeh_Altun_Time_Multiplexed_ANN_Implementation.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/e/eb/Aksoy_Parvin_Nojehdeh_Altun_Time_Multiplexed_ANN_Implementation.pdf The paper] presented at [http://iscas2020.org/ IEEE ISCAS], 2020]]
+<li style="display: inline-block;"> [[File:Main-pub-2-2020.png|link=http://www.ecc.itu.edu.tr/images/5/55/Aksoy_EtAl_Logic_Synthesis_for_Switching_Lattices_under_Delay_Constraint.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/5/55/Aksoy_EtAl_Logic_Synthesis_for_Switching_Lattices_under_Delay_Constraint.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=43 IEEE TCAD], 2020]]
+<li style="display: inline-block;"> [[File:Main-pub-1-2019.png|link=http://www.ecc.itu.edu.tr/images/c/c8/Nojehdeh_Altun_Approximate_Adders_Multipliers.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/c/c8/Nojehdeh_Altun_Approximate_Adders_Multipliers.pdf The paper] published in [http://www.journals.elsevier.com/integration Integration], 2020]]
 <li style="display: inline-block;"> [[File:Main-pub-2-2019.png|link=http://www.ecc.itu.edu.tr/images/5/5c/Akkan_Altun_Sedef_OFET_Modelling_IEEE_Access.pdf|thumb|none|347px|[http://www.ecc.itu.edu.tr/images/5/5c/Akkan_Altun_Sedef_OFET_Modelling_IEEE_Access.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639 IEEE Access], 2019]]
 <li style="display: inline-block;"> [[File:Main-pub-3-2019.png|link=http://www.ecc.itu.edu.tr/images/e/e0/Aksoy_Altun_Realizations_with_Switching_Lattices.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/e/e0/Aksoy_Altun_Realizations_with_Switching_Lattices.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=12 IEEE TC], 2019]]
 <li style="display: inline-block;"> [[File:Main-pub-4-2019.png|link=http://www.ecc.itu.edu.tr/images/c/c9/Tunali_Altun_Multiple_type_Defect_Tolerance_in_Nano_Crossbar_Arrays.pdf|thumb|none|352px|[http://www.ecc.itu.edu.tr/images/c/c9/Tunali_Altun_Multiple_type_Defect_Tolerance_in_Nano_Crossbar_Arrays.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6245516 IEEE TETC], 2019]]
-<!--
 <li style="display: inline-block;"> [[File:Main-pub-5-2018.png|link=http://www.ecc.itu.edu.tr/images/7/7d/Altun_Parvin_Cilasun_Exploiting_Reversible_Computing_for_CMOS_Fault_Tolerance.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/7/7d/Altun_Parvin_Cilasun_Exploiting_Reversible_Computing_for_CMOS_Fault_Tolerance.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639 IEEE Access], 2018]]
 <li style="display: inline-block;"> [[File:Main-pub-4-2018.png|link=http://www.ecc.itu.edu.tr/images/d/db/Tunali_Morgul_Altun_Defect_Tolerant_Memristor_Crossbars.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/d/db/Tunali_Morgul_Altun_Defect_Tolerant_Memristor_Crossbars.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=40 IEEE Micro], 2018]]
@@ Line 218: / Line 239: @@
 <li style="display: inline-block;"> [[File:Main-pub-1.png|link=http://www.ecc.itu.edu.tr/images/c/cc/Tunali_Altun_Permanent_and_Transient_Fault_Tolerance_for_Reconfigurable_Nano-Crossbar_Arrays.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/c/cc/Tunali_Altun_Permanent_and_Transient_Fault_Tolerance_for_Reconfigurable_Nano-Crossbar_Arrays.pdf The paper] published in [http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=43 IEEE TCAD], 2017]]
 <li style="display: inline-block;"> [[File:Main-pub-3.png|link=http://www.ecc.itu.edu.tr/images/1/16/Altun_Comert_A_Change-Point_based_Reliability_Prediction_Model_using_Field_Return_Data.pdf|thumb|none|412px|[http://www.ecc.itu.edu.tr/images/1/16/Altun_Comert_A_Change-Point_based_Reliability_Prediction_Model_using_Field_Return_Data.pdf The paper] published in [http://www.journals.elsevier.com/reliability-engineering-and-system-safety RESS], 2016]]
-<li style="display: inline-block;"> [[File:Main-pub-1-2017.png|link=http://www.ecc.itu.edu.tr/images/b/b4/Ayhan_Kula_Altun_Approximate_System_Design_Methodology.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/b/b4/Ayhan_Kula_Altun_Approximate_System_Design_Methodology.pdf The paper] presented at  [http://www.isvlsi.org/ IEEE-ISVLSI], 2017]]
+<li style="display: inline-block;"> [[File:Main-pub-1-2017.png|link=http://www.ecc.itu.edu.tr/images/b/b4/Ayhan_Kula_Altun_Approximate_System_Design_Methodology.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/b/b4/Ayhan_Kula_Altun_Approximate_System_Design_Methodology.pdf The paper] presented at  [http://www.eng.ucy.ac.cy/theocharides/isvlsi17/ IEEE-ISVLSI], 2017]]
 <li style="display: inline-block;"> [[File:Main-pub-2.png|link=http://www.ecc.itu.edu.tr/images/c/cd/Susam_Altun_Fast_Synthesis_of_Reversible_Circuits_using_a_Sorting_Algorithm_and_Optimization.pdf|thumb|none|330px|[http://www.ecc.itu.edu.tr/images/c/cd/Susam_Altun_Fast_Synthesis_of_Reversible_Circuits_using_a_Sorting_Algorithm_and_Optimization.pdf The paper] published in [http://www.oldcitypublishing.com/journals/mvlsc-home/ MVLSC], 2017]]
-<li style="display: inline-block;"> [[File:Main-pub-4.png|link=http://www.ecc.itu.edu.tr/images/d/d6/Vahapoglu_Altun_Accurate_Synthesis_of_Arithmetic_Operations_with_Stochastic_Logic.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/d/d6/Vahapoglu_Altun_Accurate_Synthesis_of_Arithmetic_Operations_with_Stochastic_Logic.pdf The paper] presented at  [http://www.isvlsi.org/ IEEE-ISVLSI], 2016]]
+<li style="display: inline-block;"> [[File:Main-pub-4.png|link=http://www.ecc.itu.edu.tr/images/d/d6/Vahapoglu_Altun_Accurate_Synthesis_of_Arithmetic_Operations_with_Stochastic_Logic.pdf|thumb|none|350px|[http://www.ecc.itu.edu.tr/images/d/d6/Vahapoglu_Altun_Accurate_Synthesis_of_Arithmetic_Operations_with_Stochastic_Logic.pdf The paper] presented at  [http://www.eng.ucy.ac.cy/theocharides/isvlsi16/ IEEE-ISVLSI], 2016]]
   <li style="display: inline-block;"> [[File:ECC_ofis_foto_1.jpg|link=http://www.ecc.itu.edu.tr/index.php?title=People|thumb|none|360px|Our office space, 2015]] -->
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