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Nellie Laleni
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2020 – today
- 2024
- [c6]Alptekin Vardar, Franz Müller, Ipek Geçin, Nellie Laleni, Thomas Kämpfe:
Adaptive Mixed MLC-SLC FeFET Mapping for CIM AI Applications Through Simulated Annealing. AICAS 2024: 258-262 - [c5]Nellie Laleni, Sahana Padma, Thomas Kämpfe, Taekwang Jang:
Single Slope ADC with Reset Counting for FeFET-based In-Memory Computing. ISCAS 2024: 1-5 - 2023
- [j3]Vivek Parmar
, Franz Müller
Demonstration of Differential Mode Ferroelectric Field-Effect Transistor Array-Based in-Memory Computing Macro for Realizing Multiprecision Mixed-Signal Artificial Intelligence Accelerator. Adv. Intell. Syst. 5(6) (2023) - [j2]Xunzhao Yin
An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine. Adv. Intell. Syst. 5(7) (2023) - [c4]Nellie Laleni, Taha Soliman, Cecilia De la Parra, Franz Müller, Tobias Kirchner, Andre Guntoro, Thomas Kämpfe, Norbert Wehn, T. Jang:
Torwards Variability Immune Scalable FeFET-based Macros for IMC DNN Accelerators. ICECS 2023: 1-4 - [c3]Alptekin Vardar, Aamir Munir, Nellie Laleni, Sourav De, Thomas Kämpfe:
Hardware Aware Spiking Neural Network Training and Its Mixed-Signal Implementation for Non-Volatile In-Memory Computing Accelerators. ICECS 2023: 1-4 - [c2]Alptekin Vardar, Li Zhang, Saiyam Bherulal Jain, Shaown Mojumder, Nellie Laleni, Sourav De, Thomas Kämpfe:
The True Cost of Errors in Emerging Memory Devices: A Worst-Case Analysis of Device Errors in IMC for Safety-Critical Applications. SMACD 2023: 1-4 - [i3]Xunzhao Yin, Yu Qian, Alptekin Vardar, Marcel Gunther, Franz Müller, Nellie Laleni, Zijian Zhao, Zhouhang Jiang, Zhiguo Shi, Yiyu Shi, Xiao Gong, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems. CoRR abs/2309.13853 (2023) - 2022
- [j1]Taha Soliman
FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration. ACM Trans. Embed. Comput. Syst. 21(6): 84:1-84:25 (2022) - [i2]Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Cheng Zhuo, Thomas Kämpfe
An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine. CoRR abs/2203.07948 (2022) - 2021
- [c1]Patrick Aichroth
SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper. SAMOS 2021: 432-448 - [i1]Xunzhao Yin, Franz Müller, Ann Franchesca Laguna, Chao Li, Wenwen Ye, Qingrong Huang, Qinming Zhang, Zhiguo Shi, Maximilian Lederer, Nellie Laleni, Shan Deng, Zijian Zhao, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
Deep Random Forest with Ferroelectric Analog Content Addressable Memory. CoRR abs/2110.02495 (2021)
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