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Education and qualifications (2)

University of Michigan: Ann Arbor, MI, US

2020-08 to present | Ph.D. Electrical Engineering (Electrical Engineering and Computer Science)
Education
Source: Self-asserted source
Pierre Abillama

University of Minnesota: Minneapolis, Minnesota, US

2016-08 to 2020-05 | Bachelor's of Computer Engineering (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Pierre Abillama

Works (8)

One-Hot Multi-Level Leaky Integrate-and-Fire Spiking Neural Networks for Enhanced Accuracy-Latency Tradeoff

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2025.3546508
Contributors: Pierre Abillama; Changwoo Lee; Andrea Bejarano-Carbo; Qirui Zhang; Dennis Sylvester; David Blaauw; Hun-Seok Kim
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Crossref

AIMMI: Audio and Image Multi-Modal Intelligence via a Low-Power SoC With 2-MByte On-Chip MRAM for IoT Devices

IEEE Journal of Solid-State Circuits
2024 | Journal article
DOI: 10.1109/JSSC.2024.3410306
Contributors: Zichen Fan; Qirui Zhang; Hyochan An; Boxun Xu; Li Xu; Chien-Wei Tseng; Yimai Peng; Andrea Bejarano-Carbo; Pierre Abillama; Ang Cao et al.
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Crossref

RoboVisio: A Micro-Robot Vision Domain-Specific SoC for Autonomous Navigation Enabling Fully-on-Chip Intelligence via 2-MB eMRAM

IEEE Journal of Solid-State Circuits
2024 | Journal article
DOI: 10.1109/JSSC.2024.3368350
Contributors: Qirui Zhang; Zichen Fan; Hyochan An; Zhehong Wang; Ziyun Li; Guanru Wang; Pierre Abillama; Hun-Seok Kim; David Blaauw; Dennis Sylvester
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Crossref

TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing

2023-06-17 | Conference paper
DOI: 10.1145/3579371.3589040
Contributors: Zichen Fan; Qirui Zhang; Pierre Abillama; Sara Shoouri; Changwoo Lee; David Blaauw; Hun-Seok Kim; Dennis Sylvester
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Crossref

Approximate Constant-Coefficient Multiplication Using Hybrid Binary-Unary Computing for FPGAs

ACM Transactions on Reconfigurable Technology and Systems
2022-09-30 | Journal article
DOI: 10.1145/3494570
Contributors: S. Rasoul Faraji; Pierre Abillama; Kia Bazargan
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Crossref

HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights

2021 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)
2021-07-26 | Conference paper
DOI: 10.1109/islped52811.2021.9502477
Source: Self-asserted source
Pierre Abillama

HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator

2020 IEEE International Symposium on Circuits and Systems (ISCAS)
2020-10 | Conference paper
DOI: 10.1109/iscas45731.2020.9180836
Source: Self-asserted source
Pierre Abillama

Low-Cost Approximate Constant Coefficient Hybrid Binary-Unary Multiplier for DSP Applications

2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)
2020-05 | Conference paper
DOI: 10.1109/fccm48280.2020.00022
Source: Self-asserted source
Pierre Abillama
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