Photonic Transformer Accelerators

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  1. MDTransformer: A Hardware-Software Co-Design of Mode-Division Photonic Transformer Accelerator with Inverse-Designed Coherent Crossbar

    Jul 28, 2026Solomon Micheal Serunjogi, Rachmad Vidya Wicaksana Putra, Ayat Taha +2Photonic Transformer AcceleratorsEnergy-Based Transformer

    Photonic Research Lab (PRL), Division of Engineering, New York University (NYU) Abu Dhabi, United Arab Emirates · eBRAIN Lab, Division of Engineering, New York University (NYU) Abu Dhabi, United Arab Emirates

  2. Photonic reservoir computing with complex networks

    Jul 25, 2026Sion Park, Kohei Watabe, Satoshi Sunada +2Reservoir ComputingReservoir

    Department of Information and Computer Sciences, Saitama University, 255 Shimo-okubo, Sakura-ku, Saitama City, Saitama 338-8570, Japan · Faculty of Mechanical Engineering, Institute of Science and Engineering, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa, 920-1192, Japan

  3. Opto-ViT-v2: Noise-Resilient On-Chip Fine-Tuning for Photonic Near-Sensor Vision Transformer Accelerators

    Jul 20, 2026Xuming Chen, Deniz Najafi, Mehrdad Morsali +5Photonic Transformer AcceleratorsSelf-Supervised Vision Transformers

    Case Western Reserve University · USA · New Jersey Institute of Technology +1

  4. DxPTA: An Architecture Design Space Exploration with Optical Dataflow-guided Strategy for HW/SW Co-Design of Photonic Transformer Accelerators

    Jun 2, 2026Rachmad Vidya Wicaksana Putra, Solomon Micheal Serunjogi, Mahmoud Rasras +1Photonic Transformer AcceleratorsNeural Architecture Search

    eBRAIN Lab, Division of Engineering, New York University (NYU) Abu Dhabi, United Arab Emirates · Photonic Research Lab (PRL), Division of Engineering, New York University (NYU) Abu Dhabi, United Arab Emirates

  5. Breaking the Cascade: Compact Nonlinear Optical Computing with Single-Layer Encoder-Decoder Co-Localization

    May 31, 2026Yuntian Wang, Alexander Chen, Md Sadman Sakib Rahman +1Photonic Transformer AcceleratorsNonlinearity

    1Electrical and Computer Engineering Department, University of California, Los Angeles, CA, 90095, USA

  6. Deep Binarized Photonic Reservoir Computing for Ultrafast Multimedia Signal Processing

    May 28, 2026Muhammad Waqar Iqbal, Mohamad Alassir, Nicolas Marsal +1Photonic Transformer AcceleratorsReservoir Computing

    Universit´e de Lorraine, CentraleSup´elec, LMOPS Laboratory, F-57070 Metz, France · Chaire Photonique, LMOPS Laboratory, CentraleSup´elec, F-57070 Metz, France

  7. Reconfigurable Nonlinear Photonic Networks for In-Situ Learning and Memory Formation via Driven-Dissipative Dynamics

    May 19, 2026Isaac YorkePhotonic Transformer AcceleratorsNeuromorphic Computing

    Department of Engineering and Architecture, University of Parma, Parco Area delle Scienze 181/A I-43124 Parma, Italy

  8. Information Processing Capacity of Stationary Physical Systems: Theory, Data-efficient Estimation Methods, and Photonic Demonstration

    May 18, 2026Rahul Uma Ramachandran, Serge MassarPhotonic Transformer AcceleratorsSingle-Photon Avalanche Diode

    Laboratoire d’Information Quantique CP224, Universit´e libre de Bruxelles, Av. F. D. Roosevelt 50, B-1050 Bruxelles, Belgium

  9. OptiLookUp: An Optical ROM-Based Lookup Table Engine for Photonic Accelerators

    May 5, 2026Ankur Singh, Akhilesh JaiswalPhotonic Transformer AcceleratorsPeak Memory

    Department of Electrical and Computer Engineering, University of Wisconsin–Madison, Madison, WI, USA

  10. Towards Topology-Aware Very Large-Scale Photonic AI Accelerators

    Apr 16, 2026Belal Jahannia, Abdolah Amirany, Hamed DalirPhotonic Transformer AcceleratorsTopology

    Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA

  11. ADAPT: Lightweight, Long-Range Machine Learning Force Fields Without Graphs

    Sep 28, 2025Evan Dramko, Yihuang Xiong, Yizhi Zhu +4First-Principles CalculationPhotonic Transformer Accelerators

    Department of Computer Science, Rice University, Houston, TX, USA · Thayer School of Engineering, Dartmouth College, Hanover, NH, USA · Department of Materials Science and Nanoengineering, Rice University, Houston, TX, USA +2