Pierre Abillama

12 papers A* 1A 1C 1Misc 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs.
CoRR
Pierre Abillama, Changwoo Lee, Juechu Dong, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim
2025 J jnl
MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention.
CoRR
Can Yaras, Alec S. Xu, Pierre Abillama, Changwoo Lee, Laura Balzano
2025 J jnl
One-Hot Multi-Level Leaky Integrate-and-Fire Spiking Neural Networks for Enhanced Accuracy-Latency Tradeoff.
IEEE Access
Pierre Abillama, Changwoo Lee, Andrea Bejarano-Carbo, Qirui Zhang, Dennis Sylvester, David T. Blaauw, Hun-Seok Kim
2024 J jnl
AIMMI: Audio and Image Multi-Modal Intelligence via a Low-Power SoC With 2-MByte On-Chip MRAM for IoT Devices.
IEEE J. Solid State Circuits
Zichen Fan, Qirui Zhang, Hyochan An, Boxun Xu, Li Xu, Chien-Wei Tseng, Yimai Peng, Andrea Bejarano-Carbo, Pierre Abillama, Ang Cao, Bowen Liu, Changwoo Lee, Zhehong Wang, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester
2024 J jnl
RoboVisio: A Micro-Robot Vision Domain-Specific SoC for Autonomous Navigation Enabling Fully-on-Chip Intelligence via 2-MB eMRAM.
IEEE J. Solid State Circuits
Qirui Zhang, Zichen Fan, Hyochan An, Zhehong Wang, Ziyun Li, Guanru Wang, Pierre Abillama, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester
2023 — conf
An 8.09TOPS/W Neural Engine Leveraging Bit-Sparsified Sign-Magnitude Multiplications and Dual Adder Trees.
ISSCC
Hyochan An, Yu Chen, Zichen Fan, Qirui Zhang, Pierre Abillama, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester
2023 — conf
SONA: An Accelerator for Transform-Domain Neural Networks with Sparse-Orthogonal Weights.
ASAP
Pierre Abillama, Zichen Fan, Yu Chen, Hyochan An, Qirui Zhang, Seungkyu Choi, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim
2023 A* conf
TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing.
ISCA
Zichen Fan, Qirui Zhang, Pierre Abillama, Sara Shoouri, Changwoo Lee, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester
2022 J jnl
Approximate Constant-Coefficient Multiplication Using Hybrid Binary-Unary Computing for FPGAs.
ACM Trans. Reconfigurable Technol. Syst.
S. Rasoul Faraji, Pierre Abillama, Kia Bazargan
2021 A conf
HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights.
ISLPED
Yu Chen, Bowen Liu, Pierre Abillama, Hun-Seok Kim
2020 C conf
HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator.
ISCAS
S. Rasoul Faraji, Pierre Abillama, Gaurav Singh, Kia Bazargan
2020 Misc conf
Low-Cost Approximate Constant Coefficient Hybrid Binary-Unary Multiplier for DSP Applications.
FCCM
S. Rasoul Faraji, Pierre Abillama, Kia Bazargan