Publications and Presentations

From The Emerging Circuits and Computation Group at ITU
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== Energy Efficient ANN Hardware Implementation ==
 
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| width="624" | [https://www.springer.com/journal/34 Circuits, Systems, and Signal Processing], Vol. 42, Issue 9, pp. 5428–5452, 2023
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| Beyza Yedikardes, [[Mustafa Altun]], and Esra Zayim
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Latest revision as of 15:25, 30 August 2023

Listed below are the papers, first authored by our group members as an indication that the related research is mainly conducted in our group, and the presentations. Research topics are ordered from newest to oldest as well as by considering their importance. Under each topic, papers are ordered from newest to oldest. All materials are subject to copyrights.

Contents

[edit] Computing with Switching Lattices

[edit] Technology Development

title: Technology Development and Modeling of Switching Lattices Using Square and H Shaped Four-Terminal Switches
authors: Nihat Akkan, Serzat Safaltin, Levent Aksoy, Ismail Cevik, Herman Sedef, Csaba Andras Moritz, and Mustafa Altun
appeared in: IEEE Transactions on Emerging Topics in Computing, Vol. 10, Issue 1, pp. 351–360, 2022.

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Paper

title: CMOS Implementation of Switching Lattices
authors: Ismail Cevik, Levent Aksoy, and Mustafa Altun
presented at: Design, Automation, and Test in Europe (DATE), Grenoble, France, 2020.

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title: Realization of Four-Terminal Switching Lattices: Technology Development and Circuit Modeling
authors: Serzat Safaltin, Oguz Gencer, Ceylan Morgul, Levent Aksoy, Sebahattin Gurmen, Csaba Andras Moritz, and Mustafa Altun
presented at: Design, Automation and Test in Europe (DATE), Florence, Italy, 2019.

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[edit] Logic Synthesis and Fault/Variation Tolerance

title: Realization of Logic Functions Using Switching Lattices Under a Delay Constraint
authors: Levent Aksoy, Nihat Akkan, Herman Sedef, and Mustafa Altun
appeared in: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 40, Issue 10, pp. 2036–2048, 2021.

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Paper

title: A Novel Method for the Realization of Complex Logic Functions Using Switching Lattices
authors: Levent Aksoy and Mustafa Altun
presented at: IEEE International Symposium on Circuits and Systems (ISCAS), Seville, Spain, 2020.

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title: Novel Methods for Efficient Realization of Logic Functions Using Switching Lattices
authors: Levent Aksoy and Mustafa Altun
appeared in: IEEE Transactions on Computers, Vol. 69, Issue 3, pp. 427–440, 2020.

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Paper

title: A Satisfiability-Based Approximate Algorithm for Logic Synthesis Using Switching Lattices
authors: Levent Aksoy and Mustafa Altun
presented at: Design, Automation and Test in Europe (DATE), Florence, Italy, 2019.

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title: Optimal and Heuristic Algorithms to Synthesize Lattices of Four-Terminal Switches
authors: Ceylan Morgul and Mustafa Altun
appeared in: Integration, the VLSI Journal, Vol. 64, pp. 60–70, 2019.

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Paper

title: Logic Synthesis for Switching Lattices
authors: Mustafa Altun and Marc Riedel
appeared in: IEEE Transactions on Computers, Vol. 61, Issue 11, pp. 1588–1600, 2012.

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Paper

title: Synthesizing Logic with Percolation in Nanoscale Lattices
authors: Mustafa Altun and Marc Riedel
appeared in: International Journal of Nanotechnology and Molecular Computation, Vol. 3, Issue 2, pp. 12–30, 2011.

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Paper

title: Lattice Based Computation of Boolean Functions
authors: Mustafa Altun and Marc Riedel
presented at: IEEE/ACM Design Automation Conference (DAC), Anaheim, USA, 2010.

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title: Nanoscale Digital Computation Through Percolation
authors: Mustafa Altun, Marc Riedel, and Claudia Neuhauser
presented at: IEEE/ACM Design Automation Conference (DAC), San Francisco, USA, 2009.

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[edit] Energy Efficient ANN Hardware Implementation

title: Energy Efficient Hardware Implementation of Fully-Connected Artificial Neural Networks Using Approximate Arithmetic Blocks
authors: Mohammadreza Nojehdeh and Mustafa Altun
appeared in: Circuits, Systems, and Signal Processing, Vol. 42, Issue 9, pp. 5428–5452, 2023

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Paper

title: TALIPOT: Energy Efficient DNN Booster Employing Hybrid Bit Parallel-Serial Processing in MSB-First Fashion
authors: Burak Karadeniz and Mustafa Altun
appeared in: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 41, Issue 8, pp. 2714–2727, 2022

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title: Efficient Hardware Implementation of Convolution Layers Using Multiply-Accumulate Blocks
authors: Mohammadreza Nojehdeh, Sajjad Parvin, and Mustafa Altun
presented at: IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Tampa, USA, 2021.

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title: A Study on Hardware-Aware Training Techniques for Feedforward Artificial Neural Networks
authors: Sajjad Parvin and Mustafa Altun
presented at: IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Tampa, USA, 2021.

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title: Efficient Time-Multiplexed Realization of Feedforward Artificial Neural Networks
authors: Levent Aksoy, Sajjad Parvin, Mohammadreza Nojehdeh, and Mustafa Altun
presented at: IEEE International Symposium on Circuits and Systems (ISCAS), Seville, Spain, 2020.

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[edit] Computing with Nano-Crossbar Arrays

[edit] Comprehensive Performance Optimization

title: Circuit Design Steps for Nano-Crossbar Arrays: Area-Delay-Power Optimization with Fault Tolerance
authors: Ceylan Morgul, Luca Frontini, Onur Tunali, Lorena Anghel, Valentina Ciriani, Ioana Vatajelu, Csaba Moritz, Mircea Stan, Dan Alexandrescu, and Mustafa Altun
appeared in: IEEE Transactions on Nanotechnology, Vol. 20, pp. 39–53 2021.

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title: Nano-Crossbar based Computing: Lessons Learned and Future Directions
authors: Mustafa Altun, Ismail Cevik, Ahmet Erten, Osman Eksik, Mircea Stan, and Csaba Andras Moritz
presented at: Design, Automation, and Test in Europe (DATE), Grenoble, France, 2020.

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title: Integrated Synthesis Methodology for Crossbar Arrays
authors: Ceylan Morgul, Luca Frontini, Onur Tunali, Ioana Vatajelu, Valentina Ciriani, Lorena Anghel, Csaba Moritz, Mircea Stan, Dan Alexandrescu, and Mustafa Altun
presented at: IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Athens, Greece, 2018.

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title: Logic Synthesis and Defect Tolerance for Memristive Crossbar Arrays
authors: Onur Tunali and Mustafa Altun
presented at: Design, Automation and Test in Europe (DATE), Dresden, Germany, 2018.

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title: Logic Synthesis and Testing Techniques for Switching Nano-Crossbar Arrays
authors: Dan Alexandrescu, Mustafa Altun, Lorena Anghel, Anna Bernasconi, Valentina Ciriani, Luca Frontini, and Mehdi Tahoori
appeared in: Microprocessors and Microsystems, Vol. 54, pp. 14–25, 2017.

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title: Computing with Nano-Crossbar Arrays: Logic Synthesis and Fault Tolerance
authors: Mustafa Altun, Valentina Ciriani, and Mehdi Tahoori
presented at: Design, Automation and Test in Europe (DATE), Lausanne, Switzerland, 2017.

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title: Synthesis and Performance Optimization of a Switching Nano-crossbar Computer
authors: Dan Alexandrescu, Mustafa Altun, Lorena Anghel, Anna Bernasconi, Valentina Ciriani, and Mehdi Tahoori
presented at: Euromicro Conference on Digital System Design (DSD), Limassol, Cyprus, 2016.

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title: Power-Delay-Area Performance Modeling and Analysis for Nano-Crossbar Arrays
authors: Ceylan Morgul, Furkan Peker, and Mustafa Altun
presented at: IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Pittsburgh, USA, 2016.

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Poster

[edit] Logic Synthesis and Fault/Variation Tolerance

title: A Fast Logic Mapping Algorithm for Multiple-type-Defect Tolerance in Reconfigurable Nano-Crossbar Arrays
authors: Onur Tunali and Mustafa Altun
appeared in: IEEE Transactions on Emerging Topics in Computing, Vol. 7, Issue 4, pp. 518–529, 2019.

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title: Defect Tolerant Logic Synthesis for Memristor Crossbars with Performance Evaluation
authors: Onur Tunali, Ceylan Morgul, and Mustafa Altun
appeared in: IEEE Micro, Vol. 38, Issue 5, pp. 22–31, 2018.

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title: A Fast Hill Climbing Algorithm for Defect and Variation Tolerant Logic Mapping of Nano-Crossbar Arrays
authors: Furkan Peker and Mustafa Altun
appeared in: IEEE Transactions on Multi-Scale Computing Systems, Vol. 4, No. 4, pp. 522–532, 2018.

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title: Yield Analysis of Nano-Crossbar Arrays for Uniform and Clustered Defect Distributions
authors: Onur Tunali and Mustafa Altun
presented at: IEEE International Conference on Electronics Circuits and Systems (ICECS), Batumi, Georgia, 2017.

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title: A Survey of Fault Tolerance Algorithms for Reconfigurable Nano-Crossbar Arrays
authors: Onur Tunali and Mustafa Altun
appeared in: ACM Computing Surveys, Vol. 50, No. 6, Article 79, 2017.

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title: Permanent and Transient Fault Tolerance for Reconfigurable Nano-Crossbar Arrays
authors: Onur Tunali and Mustafa Altun
appeared in: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 36, Issue 5, pp. 747–760, 2017.

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title: Defect Tolerance in Diode FET and Four-Terminal Switch Based Nano-Crossbar Arrays
authors: Onur Tunali and Mustafa Altun
presented at: IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Boston, USA, 2015.

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title: Synthesis and Optimization of Switching Nanoarrays
authors: Ceylan Morgul and Mustafa Altun
presented at: IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), Belgrade, Serbia, 2015.

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[edit] National Publications in Turkish

title: Logic Circuit Design with Switching Nano Arrays and Area Optimization
title (in Turkish): Anahtarlamalı Nano Dizinler ile Lojik Devre Tasarımı ve Boyut Optimizasyonu
authors: Ceylan Morgul and Mustafa Altun
presented at: Elektrik, Elektronik, Bilgisayar ve Biyomedikal Mühendisliği Sempozyumu (ELECO), Bursa, Turkey, 2014.

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[edit] Stochastic and Bit Stream Computing

title: STAMP: A Real-Time and Low-Power Sampling Error Based Stochastic Number Generator
authors: Burak Karadeniz, Ismail Cevik, and Mustafa Altun
appeared  in: IEEE Access, Vol. 9, pp. 151363–151372, 2021.

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title: From Stochastic to Bit Stream Computing: Accurate Implementation of Arithmetic Circuits and Applications in Neural Networks
authors: Ensar Vahapoglu and Mustafa Altun
appeared in: arXiv, 1805.06262, 2018.

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title: Sampling Based Random Number Generator for Stochastic Computing
authors: Burak Karadeniz and Mustafa Altun
presented at: IEEE International Conference on Electronics Circuits and Systems (ICECS), Batumi, Georgia, 2017.

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title: Accurate Synthesis of Arithmetic Operations with Stochastic Logic
authors: Ensar Vahapoglu and Mustafa Altun
presented at: IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Pittsburgh, USA, 2016.

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Poster

[edit] National Publications in Turkish

title: Random Bit Shuffling Method for Reducing Error Rates in Stochastic Computing
title (in Turkish): Stokastik Hesaplamada Hata Oranlarını Azaltmak için Rastgele Bit Karıştırma Yöntemi
authors: Serter Yavuz and Mustafa Altun
presented at: Elektrik, Elektronik, Bilgisayar ve Biyomedikal Mühendisliği Sempozyum (ELECO), Bursa, Turkey, 2014.

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[edit] Approximate Computing

title: Efficient Hardware Implementation of Artificial Neural Networks Using Approximate Multiply-Accumulate Blocks
authors: Mohammadreza Nojehdeh, Levent Aksoy, and Mustafa Altun
presented at: IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Limassol, Cyprus, 2020.

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title: Systematic Synthesis of Approximate Adders and Multipliers with Accurate Error Calculations
authors: Mohammadreza Nojehdeh and Mustafa Altun
appeared in: Integration, the VLSI Journal, Vol. 70, pp. 99–107, 2020.

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title: Circuit Aware Approximate System Design with Case Studies in Image Processing and Neural Networks
authors: Tuba Ayhan and Mustafa Altun
appeared in: IEEE Access, Vol. 7, pp. 4726–4734, 2019.

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title: Approximate Fully Connected Neural Network Generation
authors: Tuba Ayhan and Mustafa Altun
presented at: International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), Prague, Czech Republic, 2018.

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title: A Power Efficient System Design Methodology Employing Approximate Arithmetic Units
authors: Tuba Ayhan, Firat Kula, and Mustafa Altun
presented at: IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Bochum, Germany, 2017.

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[edit] National Publications in Turkish

title: Approximate Implementation of FIR Filters on FPGA
title (in Turkish): FPGA Üzerinde Yaklaşık FIR Süzgeç Tasarımı
authors: Firat Kula, Tuba Ayhan, and Mustafa Altun
presented at: Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU), Izmir, Turkey, 2018.

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[edit] Large-Area Electronics

[edit] Transistor Fabrication

title: Investigation of P3HT:WO3 Hybrid Electrochromic Thin Films Prepared by Solution Blending Doping
authors: Beyza Yedikardes, Mustafa Altun, and Esra Zayim
appeared in: Synthetic Metals, Vol. 297, Article 117407, 2023.

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title: Improving Threshold Voltage and ON/OFF Current Ratio of Single-Walled Carbon Nanotube Field-Effect Transistor by Post-Sonication Treatments

authors: Fereshteh Ordokhani, Beyza Yedikardes, Ece Kurt, Nihat Akkan, Nilgün Yavuz, Esra Zayim, and Mustafa Altun
appeared in: Thin Solid Films, Vol. 727, Article 138677, 2021.

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title: Enhanced Electrical Properties of P3HT:WO3 Hybrid Thin Film Transistors
authors: Beyza Yedikardes, Fereshteh Ordokhani, Nihat Akkan, Ece Kurt, Esra Zayim, Nilgün Yavuz, and Mustafa Altun
appeared in: Journal of Electronic Materials, Vol. 50, Issue 4, pp. 2466–2475, 2021.
presented at: International Conference on Advanced Nanomaterials (ANM), Aveiro, Portugal, 2019.

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[edit] Organic Transistor Modeling

title: Behavioral Modeling for Low-Voltage Pentacene-Based OTFTs and Their Implementations for Organic Logic Circuits

authors: Nihat Akkan, Mustafa Altun, and Herman Sedef
appeared in: Engineering Science and Technology, an International Journal, Vol. 37, Article 101317, 2023.

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title: The Level 3 Based SPICE Model for Low-Voltage Pentacene Thin Film Transistors
authors: Nihat Akkan, Mustafa Altun, and Herman Sedef
presented at: International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), Sardinia, Italy, 2022.

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title: Modeling and Parameter Extraction of OFET Compact Models Using Metaheuristics-Based Approach

authors: Nihat Akkan, Mustafa Altun, and Herman Sedef
appeared in: IEEE Access, Vol. 7, pp. 180438–180450, 2019.

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title: Parameter Extraction Method Using Hybrid Artificial Bee Colony Algorithm for an OFET Compact Model
authors: Nihat Akkan, Mustafa Altun, and Herman Sedef
presented at: International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), Prague, Czech Republic, 2018.

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[edit] Reversible Computing

[edit] CMOS Fault Tolerance

title: Perfect Concurrent Fault Detection in CMOS Logic Circuits Using Parity Preservative Reversible Gates

authors: Sajjad Parvin and Mustafa Altun
appeared in: IEEE Access, Vol. 7, pp. 163939–163947, 2019.

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title: Implementation of CMOS Logic Circuits with Perfect Fault Detection Using Preservative Reversible Gates
authors: Sajjad Parvin and Mustafa Altun
presented at: IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS), Rhodes Island, Greece, 2019.

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Poster

title: Exploiting Reversible Computing for Latent-Fault-Free Error Detecting/Correcting CMOS Circuits

authors: Mustafa Altun, Sajjad Parvin, and Husrev Cilasun
appeared in: IEEE Access, Vol. 6, pp. 74475–74484, 2018.

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title: A Novel Reversible Fault Tolerant Microprocessor Design in AMS 0.35um Process

authors: Husrev Cilasun and Mustafa Altun
appeared in: Istanbul University - Journal of Electrical & Electronics Engineering, Vol. 17, No. 1, pp. 3147–3154, 2017.

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[edit] Logic Synthesis

title: Fast Synthesis of Reversible Circuits using a Sorting Algorithm and Optimization
authors: Omercan Susam and Mustafa Altun
appeared in: Journal of Multiple-Valued Logic and Soft Computing, Vol. 29, Issue 1-2, pp. 1–23, 2017.

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title: An Efficient Algorithm to Synthesize Quantum Circuits and Optimization
authors: Omercan Susam and Mustafa Altun
presented at: IEEE International Conference on Electronics Circuits and Systems (ICECS), Marseille, France, 2014.

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[edit] National Publications in Turkish

title: Kuantum Devre Sentezi ve Optimizasyonu için Verimli bir Algoritma
authors: Omercan Susam and Mustafa Altun
presented at: Elektrik, Elektronik, Bilgisayar ve Biyomedikal Mühendisliği Sempozyumu (ELECO), Bursa, Turkey, 2014.

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[edit] Reliability of Electronic Products

title: Distinct Degradation Processes in ZnO Varistors: Reliability Analysis and Modeling with Accelerated AC Tests
authors: Hadi Yadavari and Mustafa Altun
appeared in: Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 25, No. 4, pp. 3240–3252, 2017.

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Paper

title: A Change-Point based Reliability Prediction Model using Field Return Data
authors: Mustafa Altun and Vehbi Comert
appeared in: Reliability Engineering and System Safety, Vol. 156, pp. 175–184, 2016.

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Paper

title: Effects of ZnO Varistor Degradation on the Overvoltage Protection Mechanism of Electronic Boards
authors: Hadi Yadavari, Burak Sal, Mustafa Altun, Ertunc Erturk, and Baris Ocak
presented at: European Safety and Reliability Conference (ESREL), Zurich, Switzerland, 2015.

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title: Extensive Investigation of Calibrated Accelerated Life Testing (CALT) in Comparison with Classical Accelerated Life Testing (ALT)
authors: Burak Sal and Mustafa Altun
presented at: European Safety and Reliability Conference (ESREL), Zurich, Switzerland, 2015.

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title: Warranty Forecasting of Electronic Boards using Short-term Field Data
authors: Vehbi Comert, Mustafa Altun, Mustafa Nadar, and Ertunc Erturk
presented at: Reliability and Maintainability Symposium (RAMS), Palm Harbor, USA, 2015.

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title: Reliability Prediction of Electronic Boards by Analyzing Field Return Data
authors: Vehbi Comert, Hadi Yadavari, Mustafa Altun, and Ertunc Erturk
presented at: European Safety and Reliability Conference (ESREL), Wroclaw, Poland, 2014.

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[edit] National Publications in Turkish

title: A New Reliability Model for MOSFET Gate Oxide Breakdown
title (in Turkish): MOSFET Geçit Oksidi Kırılması için Yeni Bir Güvenilirlik Modeli
authors: Hasan Avci and Mustafa Altun
presented at: Elektrik, Elektronik, Bilgisayar ve Biyomedikal Mühendisliği Sempozyumu (ELECO), Bursa, Turkey, 2018.

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[edit] Analog Circuit Design

title: Low Input Resistance Current Buffer Stage Using a Controllable Positive Feedback Loop, and Applications of Current Conveyor Based Filters
authors: Dogus Gungordu, Mustafa Altun, and Ismail Cevik
appeared  in: AEU International Journal of Electronics and Communications, Vol. 82, pp. 58–65, 2017.

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title: Design of Positive Feedback Driven Current-Mode Amplifiers Z-Copy CDBA and CDTA and Filter Applications
authors: Ersin Alaybeyoglu, Arda Guney, Mustafa Altun, and Hakan Kuntman
appeared  in: Analog Integrated Circuits and Signal Processing, Vol. 81, Issue 1, pp. 109–120, 2014.

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title: Realisation of nth Order Current Transfer Function Employing ECCIIs and Application Examples
authors: Mustafa Altun, Hakan Kuntman, Shahram Minaei, and Onur Sayin
appeared  in: International Journal of Electronics, Vol. 96, Issue 11, pp. 1115–1126, 2009.

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title: Design of a Fully Differential Current Mode Operational Amplifier with Improved Input-Output Impedances and its Filter Applications
authors: Mustafa Altun and Hakan Kuntman
appeared  in: AEU International Journal of Electronics and Communications, Vol. 62, Issue 3, pp. 39–44, 2008.

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title: A High Drive Fully Differential Current Mode Operational Amplifier Providing High Output Impedance and Filter Application
authors: Mustafa Altun and Hakan Kuntman
presented  at: International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 2007.

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title: High CMRR Current Mode Operational Amplifier with a Novel Class AB Input Stage
authors: Mustafa Altun and Hakan Kuntman
presented  at: ACM Great Lakes Symposium on VLSI (GLSVLSI), Stresa, Italy, 2007.

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title: A Wideband CMOS Current Mode Operational Amplifier and its Use for Band Pass Filter Realization
authors: Mustafa Altun and Hakan Kuntman
presented  at: Applied Electronics (AE), Pilsen, Czech Republic, 2006.

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[edit] National Publications in Turkish

title: Yüksek Başarımlı Tümüyle Farksal Akım Modlu İşlemsel Kuvvetlendirici (COA) Tasarımı ve Tüm Geçiren Süzgeç Yapısında Kullanımı
authors: Mustafa Altun and Hakan Kuntman
presented at: Elektrik, Elektronik, Bilgisayar ve Biyomedikal Mühendisliği Sempozyumu (ELECO), Bursa, Turkey, 2006.

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title: Akım Modlu İşlemsel Kuvvetlendirici Tasarımı ve Uygulamaları
title: Design of a Current Mode Operational Amplifier and Its Applications
author: Mustafa Altun
thesis: MSc, Electronics Engineering, Istanbul Technical University, 2007.

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[edit] Discrete Mathematics

title: A Study on Monotone Self-dual Boolean Functions
authors: Mustafa Altun and Marc Riedel
appeared  in: Acta Mathematicae Applicatae Sinica - English Series, Vol. 33, Issue 1, pp. 43–52, 2017.

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