Ann Franchesca Laguna

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Content Addressable

Recommendation Systems

Nearest Neighbor Search

Top Venues

Publications

Liu Liu, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu
Design of High-Performance and Compact CAM for Supporting Data-Intensive Applications. ISCAS (2024)
Ann Franchesca Laguna, Mohammad Mehdi Sharifi, Dayane Reis, Liu Liu, Andrew Hennessee, Clayton O'Dell, Ian O'Connor, Michael T. Niemier, X. Sharon Hu
Invited Paper: Algorithm/Hardware Co-Design for Few-Shot Learning at the Edge. ICCAD (2023)
Juliana Marie Agulto, Yeohan Lorenzo Noroña, Gian Carlo Gutierrez, Eric Benabaye, Geanne Franco, Ann Franchesca Laguna, Jocelynn Cu, Joel Ilao, Macario O. Cordel II
Development of a Computer Vision-Based Road Physical Feature Extraction. BigData (2023)
Liu Liu, Ann Franchesca Laguna, Ramin Rajaei, Mohammad Mehdi Sharifi, Arman Kazemi, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu
A Reconfigurable FeFET Content Addressable Memory for Multi-State Hamming Distance. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (6) (2023)
Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu
In-Memory Computing Accelerators for Emerging Learning Paradigms. ASP-DAC (2023)
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Xunzhao Yin, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu
FeFET Multi-Bit Content-Addressable Memories for In-Memory Nearest Neighbor Search. IEEE Trans. Computers 71 (10) (2022)
Mengyuan Li, Arman Kazemi, Ann Franchesca Laguna, X. Sharon Hu
Associative Memory Based Experience Replay for Deep Reinforcement Learning. CoRR (2022)
Mengyuan Li, Ann Franchesca Laguna, Dayane Reis, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu
iMARS: An In-Memory-Computing Architecture for Recommendation Systems. CoRR (2022)
Mengyuan Li, Arman Kazemi, Ann Franchesca Laguna, X. Sharon Hu
Associative Memory Based Experience Replay for Deep Reinforcement Learning. ICCAD (2022)
Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin
COSIME: FeFET based Associative Memory for In-Memory Cosine Similarity Search. CoRR (2022)
Ruibin Mao, Bo Wen, Yahui Zhao, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, X. Sharon Hu, Xia Sheng, Catherine E. Graves, John Paul Strachan, Can Li
Experimentally realized memristive memory augmented neural network. CoRR (2022)
Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin
COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search. ICCAD (2022)
Mengyuan Li, Ann Franchesca Laguna, Dayane Reis, Xunzhao Yin, Michael T. Niemier, X. Sharon Hu
iMARS: an in-memory-computing architecture for recommendation systems. DAC (2022)
Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu
Attention-in-Memory for Few-Shot Learning with Configurable Ferroelectric FET Arrays. ASP-DAC (2021)
Ann Franchesca Laguna, Arman Kazemi, Michael T. Niemier, X. Sharon Hu
In-Memory Computing based Accelerator for Transformer Networks for Long Sequences. DATE (2021)
Hussam Amrouch, Di Gao, Xiaobo Sharon Hu, Arman Kazemi, Ann Franchesca Laguna, Kai Ni, Michael T. Niemier, Mohammad Mehdi Sharifi, Simon Thomann, Xunzhao Yin, Cheng Zhuo
ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems. ICCAD (2021)
Hussam Amrouch, Xiaobo Sharon Hu, Mohsen Imani, Ann Franchesca Laguna, Michael T. Niemier, Simon Thomann, Xunzhao Yin, Cheng Zhuo
Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications. ASP-DAC (2021)
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Ramin Rajaei, Ricardo Olivo, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories. DATE (2021)
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 (2021)
Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu
Exploiting FeFETs via Cross-Layer Design from In-memory Computing Circuits to Meta-Learning Applications. DATE (2021)
Xiaoming Chen, Kai Ni, Michael T. Niemier, Dayane Reis, Xiaoyu Sun, Panni Wang, Suman Datta, Xiaobo Sharon Hu, Xunzhao Yin, Matthew Jerry, Shimeng Yu, Ann Franchesca Laguna
The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures. IEEE Des. Test 37 (1) (2020)
Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu
A Fast and Energy Efficient Computing-in-Memory Architecture for Few-Shot Learning Applications. DATE (2020)
Ann Franchesca Laguna, Hasindu Gamaarachchi, Xunzhao Yin, Michael T. Niemier, Sri Parameswaran, Xiaobo Sharon Hu
Seed-and-Vote based In-Memory Accelerator for DNA Read Mapping. ICCAD (2020)
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Ramin Rajaei, Ricardo Olivo, Thomas Kämpfe, Michael T. Niemier, Xiaobo Sharon Hu
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories. CoRR (2020)
David Brooks, Martin M. Frank, Tayfun Gokmen, Udit Gupta, Xiaobo Sharon Hu, Shubham Jain, Ann Franchesca Laguna, Michael T. Niemier, Ian O'Connor, Anand Raghunathan, Ashish Ranjan, Dayane Reis, Jacob R. Stevens, Carole-Jean Wu, Xunzhao Yin
Emerging Neural Workloads and Their Impact on Hardware. DATE (2020)
Ann Franchesca Laguna, Xunzhao Yin, Dayane Alfenas Reis, Michael T. Niemier, Xiaobo Sharon Hu
Ferroelectric FET Based In-Memory Computing for Few-Shot Learning. ACM Great Lakes Symposium on VLSI (2019)
Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu
Design of Hardware-Friendly Memory Enhanced Neural Networks. DATE (2019)
Federico Ang, Rowena Cristina L. Guevara, Yoshikazu Miyanaga, Rhandley Domingo Cajote, Joel P. Ilao, Michael Gringo Angelo Bayona, Ann Franchesca Laguna
Open Domain Continuous Filipino Speech Recognition: Challenges and Baseline Experiments. IEICE Trans. Inf. Syst. (9) (2014)