ENLighten: Lighten the Transformer, Enable Efficient Optical Acceleration
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Hanqing, Zhou, Zhican, Ning, Shupeng, Wu, Xuhao, Chen, Ray, Wan, Yating, Pan, David |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator
by: Zhu, Hanqing, et al.
Published: (2023)
by: Zhu, Hanqing, et al.
Published: (2023)
Hardware-Efficient Photonic Tensor Core: Accelerating Deep Neural Networks with Structured Compression
by: Ning, Shupeng, et al.
Published: (2025)
by: Ning, Shupeng, et al.
Published: (2025)
Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerators
by: Ning, Shupeng, et al.
Published: (2024)
by: Ning, Shupeng, et al.
Published: (2024)
Harnessing Photonics for Machine Intelligence
by: Zhu, Hanqing, et al.
Published: (2026)
by: Zhu, Hanqing, et al.
Published: (2026)
M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference
by: Gu, Jiaqi, et al.
Published: (2023)
by: Gu, Jiaqi, et al.
Published: (2023)
Compact and Energy-Efficient Memristive Spiking Neuromorphic Accelerator for Bio-inspired Interception Tasks
by: Qu, Qianhou, et al.
Published: (2026)
by: Qu, Qianhou, et al.
Published: (2026)
QAMNet: Fast and Efficient Optical QAM Neural Networks
by: Bacvanski, Marc Gong, et al.
Published: (2024)
by: Bacvanski, Marc Gong, 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)
HoloGraph: All-Optical Graph Learning via Light Diffraction
by: Li, Yingjie, et al.
Published: (2026)
by: Li, Yingjie, et al.
Published: (2026)
pc-COP: An Efficient and Configurable 2048-p-Bit Fully-Connected Probabilistic Computing Accelerator for Combinatorial Optimization
by: Magar, Kiran, et al.
Published: (2025)
by: Magar, Kiran, et al.
Published: (2025)
Negative-Voltage-Enabled Energy Efficient Nonvolatile Memories And In-Memory Computing Based On 2D Piezoelectric Transistors
by: Victor, Jeffry, et al.
Published: (2026)
by: Victor, Jeffry, et al.
Published: (2026)
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)
Light-Bound Transformers: Hardware-Anchored Robustness for Silicon-Photonic Computer Vision Systems
by: Chen, Xuming, et al.
Published: (2026)
by: Chen, Xuming, et al.
Published: (2026)
All Cities are Equal: A Unified Human Mobility Generation Model Enabled by LLMs
by: Liu, Bo, et al.
Published: (2026)
by: Liu, Bo, et al.
Published: (2026)
Leveraging Photonic Interconnects for Scalable and Efficient Fully Homomorphic Encryption
by: Saiham, Dewan, et al.
Published: (2025)
by: Saiham, Dewan, et al.
Published: (2025)
Structure-based Optical Logics Without Using Transistors
by: Lee, Jonghyeon, et al.
Published: (2020)
by: Lee, Jonghyeon, et al.
Published: (2020)
Hypermultiplexed Integrated-Photonics-based Tensor Optical Processor
by: Ou, Shaoyuan, et al.
Published: (2024)
by: Ou, Shaoyuan, et al.
Published: (2024)
Cyberlanguage: Native Communication for the Cyber-Physical-Social-Thinking Fusion Space
by: Ning, Huansheng, et al.
Published: (2026)
by: Ning, Huansheng, et al.
Published: (2026)
Beyond Tools and Persons: Who Are They? Classifying Robots and AI Agents for Proportional Governance
by: Ning, Huansheng, et al.
Published: (2026)
by: Ning, Huansheng, et al.
Published: (2026)
High Clockrate Free-space Optical In-Memory Computing
by: Liang, Yuanhao, et al.
Published: (2025)
by: Liang, Yuanhao, et al.
Published: (2025)
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)
Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training
by: Lammie, Corey, et al.
Published: (2024)
by: Lammie, Corey, et al.
Published: (2024)
Integration of Quantum Accelerators into HPC: Toward a Unified Quantum Platform
by: Elsharkawy, Amr, et al.
Published: (2024)
by: Elsharkawy, Amr, et al.
Published: (2024)
Trilinear Compute-in-Memory Architecture for Energy-Efficient Transformer Acceleration
by: Mia, Md Zesun Ahmed, et al.
Published: (2026)
by: Mia, Md Zesun Ahmed, et al.
Published: (2026)
Accelerating NBTI Aging Evaluation via Physics-Aware Graph Attention Networks
by: Zheng, RenJie, et al.
Published: (2026)
by: Zheng, RenJie, et al.
Published: (2026)
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)
Machine Learning‐Based Parametrization of Gaseous Optical Properties and VANET Anomaly Detection for Accelerated Climate and Cyber‐Physical Simulations
by: Abdul Razzaq, et al.
Published: (2025)
by: Abdul Razzaq, et al.
Published: (2025)
Lightweight Targeted Estimation of Layout Noise in a Quantum Computer using Quality Indicator Circuits
by: Srivastava, Shikhar, et al.
Published: (2025)
by: Srivastava, Shikhar, et al.
Published: (2025)
Maturity of Vehicle Digital Twins: From Monitoring to Enabling Autonomous Driving
by: Klar, Robert, et al.
Published: (2024)
by: Klar, Robert, et al.
Published: (2024)
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)
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)
Momentum-Driven Reversible Logic Accelerates Efficient Irreversible Universal Computation
by: Tang, Kuen Wai, et al.
Published: (2026)
by: Tang, Kuen Wai, et al.
Published: (2026)
SAAP: An Efficient Spatial-Aware Analytic Partitioning Algorithm of VLSI Netlists for Parallel Routing
by: Liu, Chen, et al.
Published: (2026)
by: Liu, Chen, et al.
Published: (2026)
LightMat-HP: A Photonic-Electronic System for Accelerating General Matrix Multiplication With Configurable Precision
by: Gong, Hailong, et al.
Published: (2026)
by: Gong, Hailong, et al.
Published: (2026)
Edge-Enabled UAV Swarm Deployment for Rapid Post-Disaster Search and Rescue
by: Abdellatif, Alaa Awad, et al.
Published: (2025)
by: Abdellatif, Alaa Awad, et al.
Published: (2025)
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)
Enabling data-driven and bidirectional model development in Verilog-A for photonic devices
by: Azhigulov, Dias, et al.
Published: (2024)
by: Azhigulov, Dias, et al.
Published: (2024)
Enhanced Drug Delivery via Localization-Enabled Relaying in Molecular Communication Nanonetworks
by: Shitiri, Ethungshan, et al.
Published: (2024)
by: Shitiri, Ethungshan, et al.
Published: (2024)
ABC-FHE : A Resource-Efficient Accelerator Enabling Bootstrappable Parameters for Client-Side Fully Homomorphic Encryption
by: Yune, Sungwoong, et al.
Published: (2025)
by: Yune, Sungwoong, et al.
Published: (2025)
Joint Beamforming Design for the STAR-RIS-Enabled ISAC Systems with Multiple Targets and Multiple Users
by: Zhang, Shuang, et al.
Published: (2024)
by: Zhang, Shuang, et al.
Published: (2024)
Similar Items
-
Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator
by: Zhu, Hanqing, et al.
Published: (2023) -
Hardware-Efficient Photonic Tensor Core: Accelerating Deep Neural Networks with Structured Compression
by: Ning, Shupeng, et al.
Published: (2025) -
Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerators
by: Ning, Shupeng, et al.
Published: (2024) -
Harnessing Photonics for Machine Intelligence
by: Zhu, Hanqing, et al.
Published: (2026) -
M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference
by: Gu, Jiaqi, et al.
Published: (2023)