Pierre Abillama

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Natural Language

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Qirui Zhang, Zichen Fan, Hyochan An, Zhehong Wang, Ziyun Li, Guanru Wang, Pierre Abillama, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester
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 59 (8) (2024)
Hyochan An, Yu Chen, Zichen Fan, Qirui Zhang, Pierre Abillama, Hun-Seok Kim, David T. Blaauw, Dennis Sylvester
An 8.09TOPS/W Neural Engine Leveraging Bit-Sparsified Sign-Magnitude Multiplications and Dual Adder Trees. ISSCC (2023)
Zichen Fan, Qirui Zhang, Pierre Abillama, Sara Shoouri, Changwoo Lee, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester
TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing. ISCA (2023)
Pierre Abillama, Zichen Fan, Yu Chen, Hyochan An, Qirui Zhang, Seungkyu Choi, David T. Blaauw, Dennis Sylvester, Hun-Seok Kim
SONA: An Accelerator for Transform-Domain Neural Networks with Sparse-Orthogonal Weights. ASAP (2023)
S. Rasoul Faraji, Pierre Abillama, Kia Bazargan
Approximate Constant-Coefficient Multiplication Using Hybrid Binary-Unary Computing for FPGAs. ACM Trans. Reconfigurable Technol. Syst. 15 (3) (2022)
Yu Chen, Bowen Liu, Pierre Abillama, Hun-Seok Kim
HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights. ISLPED (2021)
S. Rasoul Faraji, Pierre Abillama, Kia Bazargan
Low-Cost Approximate Constant Coefficient Hybrid Binary-Unary Multiplier for DSP Applications. FCCM (2020)
S. Rasoul Faraji, Pierre Abillama, Gaurav Singh, Kia Bazargan
HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator. ISCAS (2020)