Cover Image

PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ribeiro, Lucas Grativol, Gauthier, Lubin, Leonardon, Mathieu, Morlier, Jérémy, Lavrard-Meyer, Antoine, Muller, Guillaume, Fresse, Virginie, Arzel, Matthieu
Format:	Preprint
Published:	2024
Subjects:	Hardware Architecture Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FLoCoRA: Federated learning compression with low-rank adaptation
by: Ribeiro, Lucas Grativol, et al.
Published: (2024)

Federated learning compression designed for lightweight communications
by: Ribeiro, Lucas Grativol, et al.
Published: (2023)

Design Environment of Quantization-Aware Edge AI Hardware for Few-Shot Learning
by: Kanda, R., et al.
Published: (2026)

Development of High-Performance DSP Algorithms on the European Rad-Hard NG-ULTRA SoC FPGA
by: Leon, Vasileios, et al.
Published: (2024)

Implémentation Efficiente de Fonctions de Convolution sur FPGA à l'Aide de Blocs Paramétrables et d'Approximations Polynomiales
by: Magalhães, Philippe, et al.
Published: (2025)

Bit-Width-Aware Design Environment for Few-Shot Learning on Edge AI Hardware
by: Kanda, R., et al.
Published: (2026)

Heterogeneous SoC Integrating an Open-Source Recurrent SNN Accelerator for Neuromorphic Edge Computing on FPGA
by: Barocci, Michelangelo, et al.
Published: (2026)

A Resource-Driven Approach for Implementing CNNs on FPGAs Using Adaptive IPs
by: Magalhães, Philippe, et al.
Published: (2025)

A Scalable Resource Management Layer for FPGA SoCs in 6G Radio Units
by: Bartzoudis, Nikolaos, et al.
Published: (2025)

Evaluating IOMMU-Based Shared Virtual Addressing for RISC-V Embedded Heterogeneous SoCs
by: Koenig, Cyril, et al.
Published: (2025)

TOP: Towards Open & Predictable Heterogeneous SoCs
by: Valente, Luca, et al.
Published: (2024)

From Circuits to SoC Processors: Arithmetic Approximation Techniques & Embedded Computing Methodologies for DSP Acceleration
by: Leon, Vasileios
Published: (2023)

Teardown Analysis of Samsung S20 Exynos 990 SoC
by: Jadoon, Nabeel Ahmad Khan, et al.
Published: (2025)

An FPGA-Based SoC Architecture with a RISC-V Controller for Energy-Efficient Temporal-Coding Spiking Neural Networks
by: Sekonji, Mohammad Javad, et al.
Published: (2026)

A High-Efficiency SoC for Next-Generation Mobile DNA Sequencing
by: Beyene, Abel, et al.
Published: (2025)

SoCks - Simplifying Firmware and Software Integration for Heterogeneous SoCs
by: Fuchs, Marvin, et al.
Published: (2025)

Non-interfering On-line and In-field SoC Testing
by: Strauch, Tobias
Published: (2024)

Bare-Metal RISC-V + NVDLA SoC for Efficient Deep Learning Inference
by: Kumar, Vineet, et al.
Published: (2025)

Combining Fault Tolerance Techniques and COTS SoC Accelerators for Payload Processing in Space
by: Leon, Vasileios, et al.
Published: (2025)

A Prototype-Based Framework to Design Scalable Heterogeneous SoCs with Fine-Grained DFS
by: Montanaro, Gabriele, et al.
Published: (2024)

Implementing and Optimizing an Open-Source SD-card Host Controller for RISC-V SoCs
by: Vanoni, Axel, et al.
Published: (2026)

Sequencing on Silicon: AI SoC Design for Mobile Genomics at the Edge
by: Magierowski, Sebastian, et al.
Published: (2025)

Chiplet-Based RISC-V SoC with Modular AI Acceleration
by: Bharadwaj, Suhas Suresh, et al.
Published: (2025)

ECOLogic: Enabling Circular, Obfuscated, and Adaptive Logic via eFPGA-Augmented SoCs
by: Tashdid, Ishraq, et al.
Published: (2025)

Accelerating AI and Computer Vision for Satellite Pose Estimation on the Intel Myriad X Embedded SoC
by: Leon, Vasileios, et al.
Published: (2024)

NeCTAr: A Heterogeneous RISC-V SoC for Language Model Inference in Intel 16
by: Schmulbach, Viansa, et al.
Published: (2025)

Fused-Tiled Layers: Minimizing Data Movement on RISC-V SoCs with Software-Managed Caches
by: Jung, Victor J. B., et al.
Published: (2025)

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency
by: Hübner, Paul, et al.
Published: (2025)

HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC
by: Valente, Luca, et al.
Published: (2022)

HEEPidermis: a versatile SoC for BioZ recording
by: Sapriza, Juan, et al.
Published: (2025)

IMS: Intelligent Hardware Monitoring System for Secure SoCs
by: Foudhaili, Wadid, et al.
Published: (2026)

Tensor Manipulation Unit (TMU): Reconfigurable, Near-Memory Tensor Manipulation for High-Throughput AI SoC
by: Zhou, Weiyu, et al.
Published: (2025)

Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine
by: Prasad, Arpan Suravi, et al.
Published: (2023)

Basilisk: An End-to-End Open-Source Linux-Capable RISC-V SoC in 130nm CMOS
by: Scheffler, Paul, et al.
Published: (2024)

A Heterogeneous RISC-V based SoC for Secure Nano-UAV Navigation
by: Valente, Luca, et al.
Published: (2024)

A RISC-V Multicore and GPU SoC Platform with a Qualifiable Software Stack for Safety Critical Systems
by: Bonet, Marc Solé i, et al.
Published: (2025)

SSRESF: Sensitivity-aware Single-particle Radiation Effects Simulation Framework in SoC Platforms based on SVM Algorithm
by: Liu, Meng, et al.
Published: (2024)

Basilisk: Achieving Competitive Performance with Open EDA Tools on an Open-Source Linux-Capable RISC-V SoC
by: Sauter, Phillippe, et al.
Published: (2024)

Who Checks the Checker? Enhancing Component-level Architectural SEU Fault Tolerance for End-to-End SoC Protection
by: Rogenmoser, Michael, et al.
Published: (2026)

Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs
by: Jeziorek, Kamil, et al.
Published: (2024)