Ferroelectric compute-in-memory annealer for combinatorial optimization problems
Yin, Xunzhao, Qian, Yu, Vardar, Alptekin, Günther, Marcel, Müller, Franz, Laleni, Nellie, Zhao, Zijian, Jiang, Zhouhang, Shi, Zhiguo, Shi, Yiyu, Gong, Xiao, Zhuo, Cheng, Kämpfe, Thomas, Ni, Kai
Published in Nature communications (18.03.2024)
Published in Nature communications (18.03.2024)
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Journal Article
Embedding security into ferroelectric FET array via in situ memory operation
Xu, Yixin, Xiao, Yi, Zhao, Zijian, Müller, Franz, Vardar, Alptekin, Gong, Xiao, George, Sumitha, Kämpfe, Thomas, Narayanan, Vijaykrishnan, Ni, Kai
Published in Nature communications (13.12.2023)
Published in Nature communications (13.12.2023)
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Journal Article
Demonstration of Differential Mode Ferroelectric Field‐Effect Transistor Array‐Based in‐Memory Computing Macro for Realizing Multiprecision Mixed‐Signal Artificial Intelligence Accelerator
Parmar, Vivek, Müller, Franz, Hsuen, Jing-Hua, Kingra, Sandeep Kaur, Laleni, Nellie, Raffel, Yannick, Lederer, Maximilian, Vardar, Alptekin, Seidel, Konrad, Soliman, Taha, Kirchner, Tobias, Ali, Tarek, Dünkel, Stefan, Beyer, Sven, Wu, Tian-Li, De, Sourav, Suri, Manan, Kämpfe, Thomas
Published in Advanced intelligent systems (01.06.2023)
Published in Advanced intelligent systems (01.06.2023)
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Journal Article
28 nm HKMG-Based Current Limited FeFET Crossbar-Array for Inference Application
De, Sourav, Muller, Franz, Thunder, Sunanda, Abdulazhanov, Sukhrob, Laleni, Nellie, Lederer, Maximilian, Ali, Tarek, Raffel, Yannick, Dunkel, Stefan, Mojumder, Shaown, Vardar, Alptekin, Beyer, Sven, Seidel, Konrad, Kampfe, Thomas
Published in IEEE transactions on electron devices (01.12.2022)
Published in IEEE transactions on electron devices (01.12.2022)
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Journal Article
Demonstration of Multiply-Accumulate Operation With 28 nm FeFET Crossbar Array
De, Sourav, Muller, Franz, Laleni, Nellie, Lederer, Maximilian, Raffel, Yannick, Mojumder, Shaown, Vardar, Alptekin, Abdulazhanov, Sukhrob, Ali, Tarek, Dunkel, Stefan, Beyer, Sven, Seidel, Konrad, Kampfe, Thomas
Published in IEEE electron device letters (01.12.2022)
Published in IEEE electron device letters (01.12.2022)
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Journal Article
Integration of ferroelectric devices for advanced in-memory computing concepts
Seidel, Konrad, Lehninger, David, Sünbül, Ayse, Hoffmann, Raik, Revello, Ricardo, Yadav, Nandakishor, Vardar, Alptekin, Landwehr, Matthias, Heinig, Andreas, Mähne, Hannes, Bernert, Kerstin, Thiem, Steffen, Kämpfe, Thomas, Lederer, Maximilian
Published in Japanese Journal of Applied Physics (01.05.2024)
Published in Japanese Journal of Applied Physics (01.05.2024)
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Journal Article
Adaptive Mixed MLC-SLC FeFET Mapping for CIM AI Applications Through Simulated Annealing
Vardar, Alptekin, Muller, Franz, Gecin, Ipek, Laleni, Nellie, Kampfe, Thomas
Published in 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) (22.04.2024)
Published in 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) (22.04.2024)
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Conference Proceeding
The True Cost of Errors in Emerging Memory Devices: A Worst-Case Analysis of Device Errors in IMC for Safety-Critical Applications
Vardar, Alptekin, Zhang, Li, Jain, Saiyam Bherulal, Mojumder, Shaown, Laleni, Nellie, De, Sourav, Kampfe, Thomas
Published in 2023 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD) (03.07.2023)
Published in 2023 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD) (03.07.2023)
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Conference Proceeding
Embedding Security into Ferroelectric FET Array via In-Situ Memory Operation
Xu, Yixin, Xiao, Yi, Zhao, Zijian, Müller, Franz, Vardar, Alptekin, Gong, Xiao, George, Sumitha, Kämpfe, Thomas, Narayanan, Vijaykrishnan, Ni, Kai
Year of Publication 02.06.2023
Year of Publication 02.06.2023
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Journal Article
Layer Sensitivity Aware CNN Quantization for Resource Constrained Edge Devices
Vardar, Alptekin, Zhang, Li, Hu, Susu, Jain, Saiyam Bherulal, Mojumder, Shaown, Laleni, Nellie, Shrivastava, Ashish, De, Sourav, Kampfe, Thomas
Published in 2022 9th International Conference on Soft Computing & Machine Intelligence (ISCMI) (26.11.2022)
Published in 2022 9th International Conference on Soft Computing & Machine Intelligence (ISCMI) (26.11.2022)
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Conference Proceeding
A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems
Yin, Xunzhao, Yu, Qian, Vardar, Alptekin, Gunther, Marcel, Muller, Franz, Laleni, Nellie, Zhao, Zijian, Jiang, Zhouhang, Shi, Zhiguo, Shi, Yiyu, Gong, Xiao, Cheng, Zhuo, Kampfe, Thomas, Ni, Kai
Published in arXiv.org (25.09.2023)
Published in arXiv.org (25.09.2023)
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Paper
Journal Article
A Homogeneous Processing Fabric for Matrix-Vector Multiplication and Associative Search Using Ferroelectric Time-Domain Compute-in-Memory
Yin, Xunzhao, Huang, Qingrong, Müller, Franz, Deng, Shan, Vardar, Alptekin, De, Sourav, Jiang, Zhouhang, Imani, Mohsen, Zhuo, Cheng, Kämpfe, Thomas, Ni, Kai
Year of Publication 24.09.2022
Year of Publication 24.09.2022
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Journal Article
Implementation of a chaotic time-delay RNG based secure communication system on FPGA
Akcay, Latif, Cil, Erdem, Vardar, Alptekin, Yaman, Ilayda, Yeniceri, Ramazan, Yalcin, Mustak E.
Published in 2017 10th International Conference on Electrical and Electronics Engineering (ELECO) (01.11.2017)
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Published in 2017 10th International Conference on Electrical and Electronics Engineering (ELECO) (01.11.2017)
Conference Proceeding
A chaotic time-delay system based digital RNG and integrated autonomous test suite
Yeniceri, Ramazan, Vardar, Alptekin, Cil, Erdem, Akcay, Latif, Goncu, Emre, Yalcin, Mustak E.
Published in 2017 European Conference on Circuit Theory and Design (ECCTD) (01.09.2017)
Published in 2017 European Conference on Circuit Theory and Design (ECCTD) (01.09.2017)
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Conference Proceeding
A Homogeneous Processing Fabric for Matrix-Vector Multiplication and Associative Search Using Ferroelectric Time-Domain Compute-in-Memory
Yin, Xunzhao, Huang, Qingrong, Müller, Franz, Deng, Shan, Vardar, Alptekin, De, Sourav, Jiang, Zhouhang, Imani, Mohsen, Cheng, Zhuo, Kämpfe, Thomas, Ni, Kai
Published in arXiv.org (24.09.2022)
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Published in arXiv.org (24.09.2022)
Paper