Real-Time Adaptive Neural Network on FPGA: Enhancing Adaptability through Dynamic Classifier Selection
Fuente:
arXiv
Saved in:
| Main Authors: | Bouazzaoui, Achraf El, Hadjoudja, Abdelkader, Mouhib, Omar |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FPGA Resource-aware Structured Pruning for Real-Time Neural Networks
by: Ramhorst, Benjamin, et al.
Published: (2023)
by: Ramhorst, Benjamin, et al.
Published: (2023)
FireFly-P: FPGA-Accelerated Spiking Neural Network Plasticity for Robust Adaptive Control
by: Li, Tenglong, et al.
Published: (2026)
by: Li, Tenglong, et al.
Published: (2026)
LEAPS: Topological-Layout-Adaptable Multi-Die FPGA Placement for Super Long Line Minimization
by: Di, Zhixiong, et al.
Published: (2023)
by: Di, Zhixiong, et al.
Published: (2023)
Binary Neural Network Implementation for Handwritten Digit Recognition on FPGA
by: Ertörer, Emir Devlet, et al.
Published: (2025)
by: Ertörer, Emir Devlet, et al.
Published: (2025)
Energy-Efficient FPGA Framework for Non-Quantized Convolutional Neural Networks
by: Athanasiadis, Angelos, et al.
Published: (2025)
by: Athanasiadis, Angelos, et al.
Published: (2025)
Real Time FPGA Based Transformers & VLMs for Vision Tasks: SOTA Designs and Optimizations
by: Sali, Safa Mohammed, et al.
Published: (2025)
by: Sali, Safa Mohammed, et al.
Published: (2025)
SPAC: Automating FPGA-based Network Switches with Protocol Adaptive Customization
by: Li, Guoyu, et al.
Published: (2026)
by: Li, Guoyu, et al.
Published: (2026)
AceleradorSNN: A Neuromorphic Cognitive System Integrating Spiking Neural Networks and DynamicImage Signal Processing on FPGA
by: Gutierrez, Daniel, et al.
Published: (2026)
by: Gutierrez, Daniel, et al.
Published: (2026)
Table-Lookup MAC: Scalable Processing of Quantised Neural Networks in FPGA Soft Logic
by: Gerlinghoff, Daniel, et al.
Published: (2024)
by: Gerlinghoff, Daniel, et al.
Published: (2024)
SIRA: Scaled-Integer Range Analysis for Optimizing FPGA Dataflow Neural Network Accelerators
by: Umuroglu, Yaman, et al.
Published: (2025)
by: Umuroglu, Yaman, et al.
Published: (2025)
An FPGA Compiler for On-the-Fly Adaptive CNN Deployment and Reconfiguration
by: Mazouz, Alaa, et al.
Published: (2025)
by: Mazouz, Alaa, et al.
Published: (2025)
Low-Latency FPGA Control System for Real-Time Neural Network Processing in CCD-Based Trapped-Ion Qubit Measurement
by: Lou, Binglei, et al.
Published: (2025)
by: Lou, Binglei, et al.
Published: (2025)
Real Time FPGA Based CNNs for Detection, Classification, and Tracking in Autonomous Systems: State of the Art Designs and Optimizations
by: Sali, Safa Mohammed, et al.
Published: (2025)
by: Sali, Safa Mohammed, et al.
Published: (2025)
Real-Time, Energy-Efficient, Sampling-Based Optimal Control via FPGA Acceleration
by: Desai, Tanmay, et al.
Published: (2026)
by: Desai, Tanmay, et al.
Published: (2026)
FPGA Acceleration of Image Reconstruction for Real-Time Photoacoustic Tomography
by: Gao, Zijian, et al.
Published: (2022)
by: Gao, Zijian, et al.
Published: (2022)
A Scalable FPGA Architecture With Adaptive Memory Utilization for GEMM-Based Operations
by: Petropoulos, Anastasios, et al.
Published: (2025)
by: Petropoulos, Anastasios, et al.
Published: (2025)
High Utilization Energy-Aware Real-Time Inference Deep Convolutional Neural Network Accelerator
by: Lin, Kuan-Ting, et al.
Published: (2025)
by: Lin, Kuan-Ting, et al.
Published: (2025)
High-Resolution, Multi-Channel FPGA-Based Time-to-Digital Converter
by: Jakli, Balazs, et al.
Published: (2024)
by: Jakli, Balazs, et al.
Published: (2024)
RealProbe: An Automated and Lightweight Performance Profiler for In-FPGA Execution of High-Level Synthesis Designs
by: Kim, Jiho, et al.
Published: (2025)
by: Kim, Jiho, et al.
Published: (2025)
Work-in-Progress: Real-Time Neural Network Inference on a Custom RISC-V Multicore Vector Processor
by: Kirschner, Maximilian, et al.
Published: (2024)
by: Kirschner, Maximilian, et al.
Published: (2024)
FPGA-Based Neural Network Accelerators for Space Applications: A Survey
by: Antunes, Pedro, et al.
Published: (2025)
by: Antunes, Pedro, et al.
Published: (2025)
Reconfigurable Computing Challenge: Real-Time Graph Neural Networks for Online Event Selection in Big Science
by: Neu, Marc, et al.
Published: (2026)
by: Neu, Marc, et al.
Published: (2026)
Blink: Fast Automated Design of Run-Time Power Monitors on FPGA-Based Computing Platforms
by: Galimberti, Andrea, et al.
Published: (2024)
by: Galimberti, Andrea, et al.
Published: (2024)
Lumina: Real-Time Mobile Neural Rendering by Exploiting Computational Redundancy
by: Feng, Yu, et al.
Published: (2025)
by: Feng, Yu, et al.
Published: (2025)
A Composable Dynamic Sparse Dataflow Architecture for Efficient Event-based Vision Processing on FPGA
by: Gao, Yizhao, et al.
Published: (2024)
by: Gao, Yizhao, et al.
Published: (2024)
SkipOPU: An FPGA-based Overlay Processor for Large Language Models with Dynamically Allocated Computation
by: He, Zicheng, et al.
Published: (2026)
by: He, Zicheng, et al.
Published: (2026)
Holistic Optimization Framework for FPGA Accelerators
by: Pouget, Stéphane, et al.
Published: (2025)
by: Pouget, Stéphane, et al.
Published: (2025)
ONNX-to-Hardware Design Flow for Adaptive Neural-Network Inference on FPGAs
by: Manca, Federico, et al.
Published: (2024)
by: Manca, Federico, et al.
Published: (2024)
KLiNQ: Knowledge Distillation-Assisted Lightweight Neural Network for Qubit Readout on FPGA
by: Guo, Xiaorang, et al.
Published: (2025)
by: Guo, Xiaorang, et al.
Published: (2025)
Embedded FPGA Acceleration of Brain-Like Neural Networks: Online Learning to Scalable Inference
by: Hafiz, Muhammad Ihsan Al, et al.
Published: (2025)
by: Hafiz, Muhammad Ihsan Al, et al.
Published: (2025)
FastFlow in FPGA Stacks of Data Centers
by: Paul, Rourab, et al.
Published: (2024)
by: Paul, Rourab, et al.
Published: (2024)
Demystifying FPGA Hard NoC Performance
by: Liu, Sihao, et al.
Published: (2025)
by: Liu, Sihao, et al.
Published: (2025)
FPGA-based Hyrbid Memory Emulation System
by: Wen, Fei, et al.
Published: (2020)
by: Wen, Fei, et al.
Published: (2020)
History-Aware Trajectory k-Anonymization Using an FPGA-Based Hardware Accelerator for Real-Time Location Services
by: Nakano, Hiroshi, et al.
Published: (2025)
by: Nakano, Hiroshi, et al.
Published: (2025)
FPPS: An FPGA-Based Point Cloud Processing System
by: Zhou, Xiaofeng, et al.
Published: (2026)
by: Zhou, Xiaofeng, et al.
Published: (2026)
Efficient and Accurate Graph Classification with Hyperdimensional Computing on FPGA
by: Arockiaraj, Jebacyril, et al.
Published: (2025)
by: Arockiaraj, Jebacyril, et al.
Published: (2025)
Design and Implementation of BNN-Based Object Detection on FPGA
by: Zhao, Xuyu, et al.
Published: (2026)
by: Zhao, Xuyu, et al.
Published: (2026)
LUTstructions: Self-loading FPGA-based Reconfigurable Instructions
by: Papaphilippou, Philippos
Published: (2026)
by: Papaphilippou, Philippos
Published: (2026)
Bombyx: OpenCilk Compilation for FPGA Hardware Acceleration
by: Shahawy, Mohamed, et al.
Published: (2025)
by: Shahawy, Mohamed, et al.
Published: (2025)
Implementation and Analysis of Thermometer Encoding in DWN FPGA Accelerators
by: Mecik, Michael, et al.
Published: (2025)
by: Mecik, Michael, et al.
Published: (2025)
Similar Items
-
FPGA Resource-aware Structured Pruning for Real-Time Neural Networks
by: Ramhorst, Benjamin, et al.
Published: (2023) -
FireFly-P: FPGA-Accelerated Spiking Neural Network Plasticity for Robust Adaptive Control
by: Li, Tenglong, et al.
Published: (2026) -
LEAPS: Topological-Layout-Adaptable Multi-Die FPGA Placement for Super Long Line Minimization
by: Di, Zhixiong, et al.
Published: (2023) -
Binary Neural Network Implementation for Handwritten Digit Recognition on FPGA
by: Ertörer, Emir Devlet, et al.
Published: (2025) -
Energy-Efficient FPGA Framework for Non-Quantized Convolutional Neural Networks
by: Athanasiadis, Angelos, et al.
Published: (2025)