QAMNet: Fast and Efficient Optical QAM Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Bacvanski, Marc Gong, Vadlamani, Sri Krishna, Sulimany, Kfir, Englund, Dirk Robert |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Machine Intelligence on Wireless Edge Networks
by: Vadlamani, Sri Krishna, et al.
Published: (2025)
by: Vadlamani, Sri Krishna, et al.
Published: (2025)
Disaggregated Deep Learning via In-Physics Computing at Radio Frequency
by: Gao, Zhihui, et al.
Published: (2025)
by: Gao, Zhihui, et al.
Published: (2025)
Towards the Information-Theoretic Limit of Programmable Photonics
by: Hamerly, Ryan, et al.
Published: (2024)
by: Hamerly, Ryan, et al.
Published: (2024)
Scalable Digital Compute-in-Memory Ising Machines for Robustness Verification of Binary Neural Networks
by: Vadlamani, Madhav, et al.
Published: (2026)
by: Vadlamani, Madhav, et al.
Published: (2026)
T Count as a Numerically Solvable Minimization Problem
by: Davis, Marc Grau, et al.
Published: (2026)
by: Davis, Marc Grau, et al.
Published: (2026)
Quantum-secure multiparty deep learning
by: Sulimany, Kfir, et al.
Published: (2024)
by: Sulimany, Kfir, et al.
Published: (2024)
Performance Evaluation of Uplink 256QAM on Commercial 5G New Radio (NR) Networks
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
Hypermultiplexed Integrated-Photonics-based Tensor Optical Processor
by: Ou, Shaoyuan, et al.
Published: (2024)
by: Ou, Shaoyuan, et al.
Published: (2024)
Efficient and Fault-Tolerant Memristive Neural Networks with In-Situ Training
by: Prajapat, Santlal, et al.
Published: (2025)
by: Prajapat, Santlal, et al.
Published: (2025)
Cryogenic Characterization of Ferroelectric Non-volatile Capacitors
by: Vadlamani, Madhav, et al.
Published: (2025)
by: Vadlamani, Madhav, et al.
Published: (2025)
ENLighten: Lighten the Transformer, Enable Efficient Optical Acceleration
by: Zhu, Hanqing, et al.
Published: (2025)
by: Zhu, Hanqing, et al.
Published: (2025)
Programmable Quantum Matter: Heralding Large Cluster States in Driven Inhomogeneous Spin Ensembles
by: Anand, Pratyush, et al.
Published: (2025)
by: Anand, Pratyush, et al.
Published: (2025)
Single chip photonic deep neural network with accelerated training
by: Bandyopadhyay, Saumil, et al.
Published: (2022)
by: Bandyopadhyay, Saumil, et al.
Published: (2022)
Application of Reconfigurable All-Optical Activation Unit based on Optical Injection into Bistable Fabry-Pérot Laser in Multilayer Perceptron Neural Networks
by: Crnjanski, Jasna V., et al.
Published: (2023)
by: Crnjanski, Jasna V., et al.
Published: (2023)
RIS ‐Aided mmWave MIMO Channel Estimation Using Rotation‐Invariant Coordinate Convolutional Neural Network and Compressive Sensing
by: Madhu Kumar Vanteru, et al.
Published: (2025)
by: Madhu Kumar Vanteru, et al.
Published: (2025)
HEANA: A Hybrid Time-Amplitude Analog Optical Accelerator with Flexible Dataflows for Energy-Efficient CNN Inference
by: Vatsavai, Sairam Sri, et al.
Published: (2024)
by: Vatsavai, Sairam Sri, et al.
Published: (2024)
Graph Neural Networks for Vehicular Social Networks: Trends, Challenges, and Opportunities
by: Binshaflout, Elham, et al.
Published: (2025)
by: Binshaflout, Elham, et al.
Published: (2025)
Unsupervised SFQ-Based Spiking Neural Network
by: Karamuftuoglu, Mustafa Altay, et al.
Published: (2023)
by: Karamuftuoglu, Mustafa Altay, et al.
Published: (2023)
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
by: Yu, Zhenming, et al.
Published: (2024)
by: Yu, Zhenming, et al.
Published: (2024)
Biological Optical-to-Chemical Signal Conversion Interface: A Small-scale Modulator for Molecular Communications
by: Grebenstein, Laura, et al.
Published: (2018)
by: Grebenstein, Laura, et al.
Published: (2018)
Energy-Efficient Cryogenic Neuromorphic Network with Superconducting Memristor
by: Islam, Md Mazharul, et al.
Published: (2025)
by: Islam, Md Mazharul, et al.
Published: (2025)
Quantization-aware Photonic Homodyne computing for Accelerated Artificial Intelligence and Scientific Simulation
by: Zhou, Lian, et al.
Published: (2026)
by: Zhou, Lian, et al.
Published: (2026)
Sparsity-Aware Optimization of In-Memory Bayesian Binary Neural Network Accelerators
by: Katti, Prabodh, et al.
Published: (2024)
by: Katti, Prabodh, et al.
Published: (2024)
Learning Scalable Temporal Representations in Spiking Neural Networks Without Labels
by: Zhou, Chengwei, et al.
Published: (2025)
by: Zhou, Chengwei, et al.
Published: (2025)
Robustness Verification of Binary Neural Networks: An Ising and Quantum-Inspired Framework
by: Singh, Rahul, et al.
Published: (2026)
by: Singh, Rahul, et al.
Published: (2026)
Enhanced Read Resolution in Reconfigurable Memristive Synapses for Spiking Neural Networks
by: Das, Hritom, et al.
Published: (2023)
by: Das, Hritom, et al.
Published: (2023)
Design-Space Exploration of Distributed Neural Networks in Low-Power Wearable Nodes
by: Chowdhury, Meghna Roy, et al.
Published: (2025)
by: Chowdhury, Meghna Roy, et al.
Published: (2025)
Blockchain‐Based Anomaly Detection in Vehicular Ad‐Hoc Networks Using Deep Reinforcement Learning
by: A. Phani Sheetal, et al.
Published: (2025)
by: A. Phani Sheetal, et al.
Published: (2025)
Mapping Spiking Neural Networks to Heterogeneous Crossbar Architectures using Integer Linear Programming
by: Pohl, Devin, et al.
Published: (2025)
by: Pohl, Devin, et al.
Published: (2025)
A Robust Deep Ensemble Architecture for Safety‐Critical Decision‐Making in Autonomous Systems
by: Sri Raman Kothuri, et al.
Published: (2026)
by: Sri Raman Kothuri, et al.
Published: (2026)
Late Breaking Results: Fast System Technology Co-Optimization Framework for Emerging Technology Based on Graph Neural Networks
by: Ma, Tianliang, et al.
Published: (2024)
by: Ma, Tianliang, et al.
Published: (2024)
RIoT Digital Twin: Modeling, Deployment, and Optimization of Reconfigurable IoT System with Optical-Radio Wireless Integration
by: Abdellatif, Alaa Awad, et al.
Published: (2025)
by: Abdellatif, Alaa Awad, et al.
Published: (2025)
Drop-Connect as a Fault-Tolerance Approach for RRAM-based Deep Neural Network Accelerators
by: Xiang, Mingyuan, et al.
Published: (2024)
by: Xiang, Mingyuan, et al.
Published: (2024)
STRIDe: Cross-Coupled STT-MRAM Enabling Robust In-Memory-Computing for Deep Neural Network Accelerators
by: Ahmed, Imtiaz, et al.
Published: (2026)
by: Ahmed, Imtiaz, et al.
Published: (2026)
OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration
by: Sunny, Febin, et al.
Published: (2024)
by: Sunny, Febin, et al.
Published: (2024)
Structure-based Optical Logics Without Using Transistors
by: Lee, Jonghyeon, et al.
Published: (2020)
by: Lee, Jonghyeon, et al.
Published: (2020)
LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search
by: Shafiee, Amin, et al.
Published: (2025)
by: Shafiee, Amin, et al.
Published: (2025)
QSeer: A Quantum-Inspired Graph Neural Network for Parameter Initialization in Quantum Approximate Optimization Algorithm Circuits
by: Jiang, Lei, et al.
Published: (2025)
by: Jiang, Lei, et al.
Published: (2025)
SuperSNN: A Hardware-Aware Framework for Physically Realizable, High-Performance Superconducting Spiking Neural Network Chips
by: Song, Changxu, et al.
Published: (2025)
by: Song, Changxu, et al.
Published: (2025)
RF-Photonic Deep Learning Processor with Shannon-Limited Data Movement
by: Davis III, Ronald, et al.
Published: (2022)
by: Davis III, Ronald, et al.
Published: (2022)
Similar Items
-
Machine Intelligence on Wireless Edge Networks
by: Vadlamani, Sri Krishna, et al.
Published: (2025) -
Disaggregated Deep Learning via In-Physics Computing at Radio Frequency
by: Gao, Zhihui, et al.
Published: (2025) -
Towards the Information-Theoretic Limit of Programmable Photonics
by: Hamerly, Ryan, et al.
Published: (2024) -
Scalable Digital Compute-in-Memory Ising Machines for Robustness Verification of Binary Neural Networks
by: Vadlamani, Madhav, et al.
Published: (2026) -
T Count as a Numerically Solvable Minimization Problem
by: Davis, Marc Grau, et al.
Published: (2026)