Saved in:
| Main Author: | Liguori, Vincenzo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2406.05866 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From a Lossless (~1.5:1) Compression Algorithm for Llama2 7B Weights to Variable Precision, Variable Range, Compressed Numeric Data Types for CNNs and LLMs
by: Liguori, Vincenzo
Published: (2024)
by: Liguori, Vincenzo
Published: (2024)
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
by: Liu, Shih-yang, et al.
Published: (2023)
by: Liu, Shih-yang, et al.
Published: (2023)
CORDIC Is All You Need
by: Kokane, Omkar, et al.
Published: (2025)
by: Kokane, Omkar, et al.
Published: (2025)
EULER-ADAS: Energy-Efficient & SIMD-Unified Logarithmic-Posit Engine for Precision-Reconfigurable Approximate ADAS Acceleration
by: Lokhande, Mukul, et al.
Published: (2026)
by: Lokhande, Mukul, et al.
Published: (2026)
DPD-NeuralEngine: A 22-nm 6.6-TOPS/W/mm$^2$ Recurrent Neural Network Accelerator for Wideband Power Amplifier Digital Pre-Distortion
by: Li, Ang, et al.
Published: (2024)
by: Li, Ang, et al.
Published: (2024)
HOAA: Hybrid Overestimating Approximate Adder for Enhanced Performance Processing Engine
by: Kokane, Omkar, et al.
Published: (2024)
by: Kokane, Omkar, et al.
Published: (2024)
Real-Time Spacecraft Pose Estimation Using Mixed-Precision Quantized Neural Network on COTS Reconfigurable MPSoC
by: Posso, Julien, et al.
Published: (2024)
by: Posso, Julien, et al.
Published: (2024)
CHOSEN: Compilation to Hardware Optimization Stack for Efficient Vision Transformer Inference
by: Sadeghi, Mohammad Erfan, et al.
Published: (2024)
by: Sadeghi, Mohammad Erfan, et al.
Published: (2024)
MorphOPC: Advancing Mask Optimization with Multi-scale Hierarchical Morphological Learning
by: Hu, Yuting, et al.
Published: (2026)
by: Hu, Yuting, et al.
Published: (2026)
TinyIceNet: Low-Power SAR Sea Ice Segmentation for On-Board FPGA Inference
by: Koutayni, Mhd Rashed Al, et al.
Published: (2026)
by: Koutayni, Mhd Rashed Al, et al.
Published: (2026)
CDM-QTA: Quantized Training Acceleration for Efficient LoRA Fine-Tuning of Diffusion Model
by: Lu, Jinming, et al.
Published: (2025)
by: Lu, Jinming, et al.
Published: (2025)
FabGPT: An Efficient Large Multimodal Model for Complex Wafer Defect Knowledge Queries
by: Jiang, Yuqi, et al.
Published: (2024)
by: Jiang, Yuqi, et al.
Published: (2024)
Assessing the Added Value of Onboard Earth Observation Processing with the IRIDE HEO Service Segment
by: Thind, Parampuneet Kaur, et al.
Published: (2026)
by: Thind, Parampuneet Kaur, et al.
Published: (2026)
Real-World Deployment of a Lane Change Prediction Architecture Based on Knowledge Graph Embeddings and Bayesian Inference
by: Manzour, M., et al.
Published: (2025)
by: Manzour, M., et al.
Published: (2025)
TSLA: A Task-Specific Learning Adaptation for Semantic Segmentation on Autonomous Vehicles Platform
by: Liu, Jun, et al.
Published: (2025)
by: Liu, Jun, et al.
Published: (2025)
fpgaHART: A toolflow for throughput-oriented acceleration of 3D CNNs for HAR onto FPGAs
by: Toupas, Petros, et al.
Published: (2023)
by: Toupas, Petros, et al.
Published: (2023)
SQ-DM: Accelerating Diffusion Models with Aggressive Quantization and Temporal Sparsity
by: Fan, Zichen, et al.
Published: (2025)
by: Fan, Zichen, et al.
Published: (2025)
SageAttention2++: A More Efficient Implementation of SageAttention2
by: Zhang, Jintao, et al.
Published: (2025)
by: Zhang, Jintao, et al.
Published: (2025)
Real-Time Semantic Segmentation of Aerial Images Using an Embedded U-Net: A Comparison of CPU, GPU, and FPGA Workflows
by: Posso, Julien, et al.
Published: (2025)
by: Posso, Julien, et al.
Published: (2025)
Design Insights and Comparative Evaluation of a Hardware-Based Cooperative Perception Architecture for Lane Change Prediction
by: Manzour, Mohamed, et al.
Published: (2025)
by: Manzour, Mohamed, et al.
Published: (2025)
Rapid-INR: Storage Efficient CPU-free DNN Training Using Implicit Neural Representation
by: Chen, Hanqiu, et al.
Published: (2023)
by: Chen, Hanqiu, et al.
Published: (2023)
FMM-X3D: FPGA-based modeling and mapping of X3D for Human Action Recognition
by: Toupas, Petros, et al.
Published: (2023)
by: Toupas, Petros, et al.
Published: (2023)
Formal that "Floats" High: Formal Verification of Floating Point Arithmetic
by: Mohanty, Hansa, et al.
Published: (2025)
by: Mohanty, Hansa, et al.
Published: (2025)
Efficient FIR filtering with Bit Layer Multiply Accumulator
by: Liguori, Vincenzo
Published: (2024)
by: Liguori, Vincenzo
Published: (2024)
Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey
by: Du, Dayou, et al.
Published: (2024)
by: Du, Dayou, et al.
Published: (2024)
HYDRA: Hybrid Data Multiplexing and Run-time Layer Configurable DNN Accelerator
by: Kumar, Sonu, et al.
Published: (2024)
by: Kumar, Sonu, et al.
Published: (2024)
Image2Net: Datasets, Benchmark and Hybrid Framework to Convert Analog Circuit Diagrams into Netlists
by: Xu, Haohang, et al.
Published: (2025)
by: Xu, Haohang, et al.
Published: (2025)
Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs
by: Aggarwal, Shivam, et al.
Published: (2023)
by: Aggarwal, Shivam, et al.
Published: (2023)
XR-NPE: High-Throughput Mixed-precision SIMD Neural Processing Engine for Extended Reality Perception Workloads
by: Chaudhari, Tejas, et al.
Published: (2025)
by: Chaudhari, Tejas, et al.
Published: (2025)
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training
by: Zhang, Jintao, et al.
Published: (2025)
by: Zhang, Jintao, et al.
Published: (2025)
VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA
by: Wickramasinghe, Sachini, et al.
Published: (2024)
by: Wickramasinghe, Sachini, et al.
Published: (2024)
V-Rex: Real-Time Streaming Video LLM Acceleration via Dynamic KV Cache Retrieval
by: Kim, Donghyuk, et al.
Published: (2025)
by: Kim, Donghyuk, et al.
Published: (2025)
Automating Attendance Management in Human Resources: A Design Science Approach Using Computer Vision and Facial Recognition
by: Nguyen-Tat, Bao-Thien, et al.
Published: (2024)
by: Nguyen-Tat, Bao-Thien, et al.
Published: (2024)
Quantized Context Based LIF Neurons for Recurrent Spiking Neural Networks in 45nm
by: Bezugam, Sai Sukruth, et al.
Published: (2024)
by: Bezugam, Sai Sukruth, et al.
Published: (2024)
Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware
by: Seekings, James, et al.
Published: (2024)
by: Seekings, James, et al.
Published: (2024)
Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2024)
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2024)
Designing DNNs for a trade-off between robustness and processing performance in embedded devices
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2024)
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2024)
Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspective
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2024)
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2024)
Optimization of DNN-based HSI Segmentation FPGA-based SoC for ADS: A Practical Approach
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2025)
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2025)
Retrospective: A CORDIC Based Configurable Activation Function for NN Applications
by: Kokane, Omkar, et al.
Published: (2025)
by: Kokane, Omkar, et al.
Published: (2025)
Similar Items
-
From a Lossless (~1.5:1) Compression Algorithm for Llama2 7B Weights to Variable Precision, Variable Range, Compressed Numeric Data Types for CNNs and LLMs
by: Liguori, Vincenzo
Published: (2024) -
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
by: Liu, Shih-yang, et al.
Published: (2023) -
CORDIC Is All You Need
by: Kokane, Omkar, et al.
Published: (2025) -
EULER-ADAS: Energy-Efficient & SIMD-Unified Logarithmic-Posit Engine for Precision-Reconfigurable Approximate ADAS Acceleration
by: Lokhande, Mukul, et al.
Published: (2026) -
DPD-NeuralEngine: A 22-nm 6.6-TOPS/W/mm$^2$ Recurrent Neural Network Accelerator for Wideband Power Amplifier Digital Pre-Distortion
by: Li, Ang, et al.
Published: (2024)