Image de couverture de livre

Batch Normalization-Free Fully Integer Quantized Neural Networks via Progressive Tandem Learning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Sun, Pengfei, Jiang, Wenyu, Chee, Piew Yoong, Devos, Paul, Botteldooren, Dick
Format:	Preprint
Publié:	2025
Sujets:	Machine Learning Signal Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Delayed Memory Unit: Modelling Temporal Dependency Through Delay Gate
par: Sun, Pengfei, et autres
Publié: (2023)

EEG decoding with conditional identification information
par: Sun, Pengfei, et autres
Publié: (2024)

Parallel Delayed Memory Units for Enhanced Temporal Modeling in Biomedical and Bioacoustic Signal Analysis
par: Sun, Pengfei, et autres
Publié: (2025)

Soundscape Captioning using Sound Affective Quality Network and Large Language Model
par: Hou, Yuanbo, et autres
Publié: (2024)

Speakers Localization Using Batch EM In Unfolding Neural Network
par: Veler, Rina, et autres
Publié: (2026)

On Transfer Learning for a Fully Convolutional Deep Neural SIMO Receiver
par: Uyoata, Uyoata E., et autres
Publié: (2024)

Digital-SC: Digital Semantic Communication with Adaptive Network Split and Learned Non-Linear Quantization
par: Guo, Lei, et autres
Publié: (2023)

Automatic Modulation Classification via Green Machine Learning
par: Yu, Chee-An, et autres
Publié: (2026)

Efficient Quantization-Aware Neural Receivers: Beyond Post-Training Quantization
par: Yellapragada, SaiKrishna Saketh, et autres
Publié: (2025)

An Efficient Network with Novel Quantization Designed for Massive MIMO CSI Feedback
par: Sun, Xinran, et autres
Publié: (2024)

Joint Quantization and Pruning Neural Networks Approach: A Case Study on FSO Receivers
par: Obeed, Mohanad, et autres
Publié: (2025)

Joint Sequential Fronthaul Quantization and Hardware Complexity Reduction in Uplink Cell-Free Massive MIMO Networks
par: Ranjbar, Vida, et autres
Publié: (2024)

Energy-Efficient Power Allocation in Cell-Free Massive MIMO via Graph Neural Networks
par: Raghunath, Ramprasad, et autres
Publié: (2024)

Neural-Network-based NLOS Identification in Angular Domain at 60-GHz
par: Lyu, Pengfei, et autres
Publié: (2021)

Efficient and Distortion-less Spectrum Multiplexer via Neural Network-based Filter Banks
par: Wang, Jiazhao, et autres
Publié: (2025)

Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks
par: Zan, Hasan, et autres
Publié: (2024)

Efficient Deep Neural Receiver with Post-Training Quantization
par: Yellapragada, SaiKrishna Saketh, et autres
Publié: (2025)

Learning-Based WiFi Fingerprint Inpainting via Generative Adversarial Networks
par: Chan, Yu, et autres
Publié: (2024)

Phase-Only Positioning: Overcoming Integer Ambiguity Challenge through Deep Learning
par: Ayten, Fatih, et autres
Publié: (2025)

Pilot-Free Predictive Multi-User Beamforming via Sensing Management in Cell-Free Networks
par: Kama, Eren Berk, et autres
Publié: (2026)

Maximum A Posteriori Direction-of-Arrival Estimation via Mixed-Integer Semidefinite Programming
par: Liu, Tianyi, et autres
Publié: (2023)

Vector Quantization Methods for Access Point Placement in Cell-Free Massive MIMO Systems
par: Gopal, Govind R., et autres
Publié: (2022)

Heterogeneous Graph Neural Network for Cooperative ISAC Beamforming in Cell-Free MIMO Systems
par: Wang, Zihuan, et autres
Publié: (2024)

Fully-blind Neural Network Based Equalization for Severe Nonlinear Distortions in 112 Gbit/s Passive Optical Networks
par: Lauinger, Vincent, et autres
Publié: (2024)

Robust Energy-Efficient Sleep-Mode Strategy for Multi-RIS-Aided Cell-Free Massive MIMO
par: Luo, Hongyi, et autres
Publié: (2025)

FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors
par: Liu, Mengxi, et autres
Publié: (2023)

Neural Network State-Space Estimators
par: Sun, Minxing, et autres
Publié: (2025)

Batch Effects In Brain Foundation Model Embeddings
par: Tao, Ye, et autres
Publié: (2026)

Spreading Code Optimization for Low-Earth Orbit Satellites via Mixed-Integer Convex Programming
par: Yang, Alan, et autres
Publié: (2024)

Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition
par: Feng, Tianzhi, et autres
Publié: (2025)

Fully Differentiable Ray Tracing via Discontinuity Smoothing for Radio Network Optimization
par: Eertmans, Jerome, et autres
Publié: (2024)

ST-HCSS: Deep Spatio-Temporal Hypergraph Convolutional Neural Network for Soft Sensing
par: Tew, Hwa Hui, et autres
Publié: (2025)

Quantization Design for Deep Learning-Based CSI Feedback
par: Yin, Manru, et autres
Publié: (2025)

Range-Angle Likelihood Maps for Indoor Positioning Using Deep Neural Networks
par: Ammad, Muhammad, et autres
Publié: (2025)

Realization of a Fully Connected Neural Layer Over-the-Air through Multi-hop Amplify-and-Forward Relays
par: Girici, Tolga, et autres
Publié: (2026)

Beyond Data-Physics Consistency: A Cross-Correlated Physics-Informed Neural Network for Robust Inverse Scattering
par: Sun, Shilong
Publié: (2026)

A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks
par: Sun, Mingjun, et autres
Publié: (2024)

Graph Learning for Cooperative Cell-Free ISAC Systems: From Optimization to Estimation
par: Jiang, Peng, et autres
Publié: (2025)

Rate-Adaptive Semantic Communication via Multi-Stage Vector Quantization
par: Park, Jinsung, et autres
Publié: (2025)

Quantized Signal Recovery with Interference via Parametrized Look-Up Tables
par: Kasher, Morriel, et autres
Publié: (2025)