Nellie Laleni

19 papers A 1C 1Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Ferroelectric Compute-in-Memory Framework for Solving Pure and Mixed Strategy Nash Equilibrium.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yu Qian, Ding Huang, Alptekin Vardar, Nellie Laleni, Min Zhou, Kai Ni, Thomas Kämpfe, Cheng Zhuo, Xunzhao Yin
2025 A conf
Genetic Algorithm-Driven IMC Mapping for CNNs Using Mixed Quantization and MLC FeFETs.
DATE
Alptekin Vardar, Franz Müller, Gonzalo Cuñarro, Nellie Laleni, Nandakishor Yadav, Thomas Kämpfe
2025 — conf
Integrating P-Bits in MTJs: A Bridge to Efficient Stochastic Computing.
MOCAST
Nellie Laleni, Sina Ranjbar, Ran Zhang, Andreas Tsiougkos, Nandakishor Yadav, Vasilis F. Pavlidis, Thomas Kämpfe
2025 — conf
Memory-Efficient Spiking Neural Networks Using MLC FeFETs and Mixed Quantization.
AICAS
Alptekin Vardar, Franz Müller, Gonzalo Cuñarro, Nellie Laleni, Nandakishor Yadav, Thomas Kämpfe
2024 J jnl
A Remedy to Compute-in-Memory with Dynamic Random Access Memory: 1FeFET-1C Technology for Neuro-Symbolic AI.
CoRR
Xunzhao Yin, Hamza Errahmouni Barkam, Franz Müller, Yu Jiang, Mohsen Imani, Sukhrob Abdulazhanov, Alptekin Vardar, Nellie Laleni, Zijian Zhao, Jiahui Duan, Zhiguo Shi, Siddharth Joshi, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2024 — conf
Adaptive Mixed MLC-SLC FeFET Mapping for CIM AI Applications Through Simulated Annealing.
AICAS
Alptekin Vardar, Franz Müller, Ipek Geçin, Nellie Laleni, Thomas Kämpfe
2024 — conf
An Efficient FeFET-Based Compute-In-Memory Macro Readout Inspired by the 3T Pixel Array Cell.
SMACD
Nellie Laleni, Thomas Kämpfe
2024 C conf
Single Slope ADC with Reset Counting for FeFET-based In-Memory Computing.
ISCAS
Nellie Laleni, Sahana Padma, Thomas Kämpfe, Taekwang Jang
2023 J jnl
A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems.
CoRR
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
2023 J jnl
An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine.
Adv. Intell. Syst.
Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Zhiguo Shi, Yiyu Shi, Cheng Zhuo, Thomas Kämpfe, Kai Ni
2023 J jnl
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.
Vivek Parmar, Franz Müller, Jing-Hua Hsuen, Sandeep Kaur Kingra, Nellie Laleni, Yannick Raffel, Maximilian Lederer, Alptekin Vardar, Konrad Seidel, Taha Soliman, Tobias Kirchner, Tarek Ali, Stefan Dünkel, Sven Beyer, Tian-Li Wu, Sourav De, Manan Suri, Thomas Kämpfe
2023 — conf
Hardware Aware Spiking Neural Network Training and Its Mixed-Signal Implementation for Non-Volatile In-Memory Computing Accelerators.
ICECS
Alptekin Vardar, Aamir Munir, Nellie Laleni, Sourav De, Thomas Kämpfe
2023 — conf
The True Cost of Errors in Emerging Memory Devices: A Worst-Case Analysis of Device Errors in IMC for Safety-Critical Applications.
SMACD
Alptekin Vardar, Li Zhang, Saiyam Bherulal Jain, Shaown Mojumder, Nellie Laleni, Sourav De, Thomas Kämpfe
2023 — conf
Torwards Variability Immune Scalable FeFET-based Macros for IMC DNN Accelerators.
ICECS
Nellie Laleni, Taha Soliman, Cecilia De la Parra, Franz Müller, Tobias Kirchner, Andre Guntoro, Thomas Kämpfe, Norbert Wehn, T. Jang
2022 J jnl
An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine.
CoRR
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, Kai Ni
2022 J jnl
FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration.
ACM Trans. Embed. Comput. Syst.
Taha Soliman, Nellie Laleni, Tobias Kirchner, Franz Müller, Ashish Shrivastava, Thomas Kämpfe, Andre Guntoro, Norbert Wehn
2022 — conf
Layer Sensitivity Aware CNN Quantization for Resource Constrained Edge Devices.
ISCMI
Alptekin Vardar, Li Zhang, Susu Hu, Saiyam Bherulal Jain, Shaown Mojumder, Nellie Laleni, Ashish Shrivastava, Sourav De, Thomas Kämpfe
2021 J jnl
Deep Random Forest with Ferroelectric Analog Content Addressable Memory.
CoRR
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
2021 — conf
SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper.
SAMOS
Patrick Aichroth, Christoph Antes, Pierre Gembatzka, Holger Graf, David S. Johnson, Matthias Jung, Thomas Kämpfe, Thomas Kleinberger, Thomas Köllmer, Thomas Kuhn, Christoph Kutter, Jens Krüger, Dominik Marek Loroch, Hanna M. Lukashevich, Nellie Laleni, Lei Zhang, Johannes Leugering, Rodrigo Martín Fernández, Loreto Mateu, Shaown Mojumder, Benjamin Prautsch, Ferdinand Pscheidl, Karsten Roscher, Sören Schneickert, Frank Vanselow, Paul Wallbott, Oliver Walter, Nico Weber