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Pierre Abillama
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2020 – today
- 2024
- [j3]Qirui Zhang
, Zichen Fan
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): 2644-2658 (2024) - [j2]Zichen Fan
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 59(10): 3488-3501 (2024) - 2023
- [c6]Pierre Abillama, Zichen Fan, Yu Chen, Hyochan An, Qirui Zhang
SONA: An Accelerator for Transform-Domain Neural Networks with Sparse-Orthogonal Weights. ASAP 2023: 18-26 - [c5]Zichen Fan
TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing. ISCA 2023: 5:1-5:14 - [c4]Hyochan An, Yu Chen, Zichen Fan, Qirui Zhang
An 8.09TOPS/W Neural Engine Leveraging Bit-Sparsified Sign-Magnitude Multiplications and Dual Adder Trees. ISSCC 2023: 422-423 - 2022
- [j1]S. Rasoul Faraji
Approximate Constant-Coefficient Multiplication Using Hybrid Binary-Unary Computing for FPGAs. ACM Trans. Reconfigurable Technol. Syst. 15(3): 29:1-29:25 (2022) - 2021
- [c3]Yu Chen, Bowen Liu
HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights. ISLPED 2021: 1-6 - 2020
- [c2]S. Rasoul Faraji, Pierre Abillama
Low-Cost Approximate Constant Coefficient Hybrid Binary-Unary Multiplier for DSP Applications. FCCM 2020: 93-101 - [c1]S. Rasoul Faraji, Pierre Abillama
HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator. ISCAS 2020: 1-5
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