Emerging Technologies · Computer Science
Large-Scale Optical Neural Networks based on Photoelectric Multiplication
Ryan Hamerly, Liane Bernstein, Alexander Sludds, Marin Soljačić +1
2019-05-21
Hardware Architecture · Computer Science
A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resource-limited System Applications
Yuan Du, Li Du, Yilei Li, Junjie Su +1
2017-09-18
Computer Vision and Pattern Recognition · Computer Science
A Reconfigurable Streaming Deep Convolutional Neural Network Accelerator for Internet of Things
Li Du, Yuan Du, Yilei Li, Mau-Chung Frank Chang
2017-07-12
Instrumentation and Detectors · Physics
Neural Network Methods for Radiation Detectors and Imaging
S. Lin, S. Ning, H. Zhu, T. Zhou +5
2024-02-23
Hardware Architecture · Computer Science
Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing
Mehrdad Morsali, Brendan Reidy, Deniz Najafi, Sepehr Tabrizchi +5
2024-03-11
Distributed, Parallel, and Cluster Computing · Computer Science
Accelerator-level Parallelism
Mark D. Hill, Vijay Janapa Reddi
2021-11-25
Emerging Technologies · Computer Science
Programming Nonlinear Propagation for Efficient Optical Learning Machines
Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinc, Uğur Teğin +4
2022-08-11
Hardware Architecture · Computer Science
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures
Serena Curzel, Fabrizio Ferrandi, Leandro Fiorin, Daniele Ielmini +14
2025-05-23
Distributed, Parallel, and Cluster Computing · Computer Science
Exploiting Interference for Efficient Distributed Computation in Cluster-based Wireless Sensor Networks
Steffen Limmer, Slawomir Stanczak, Mario Goldenbaum, Renato L. G. Cavalcante
2014-09-04
Distributed, Parallel, and Cluster Computing · Computer Science
STANNIS: Low-Power Acceleration of Deep Neural Network Training Using Computational Storage
Ali HeydariGorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad +2
2020-10-14
Networking and Internet Architecture · Computer Science
Capacitor Optimization in Power Distribution Networks Using Numerical Computation Techniques
Jordan R. Keuseman, Chad M. Smutzer, Clifton R Haider, Barry K. Gilbert
2023-05-03
Distributed, Parallel, and Cluster Computing · Computer Science
On the Impact of Device-Level Techniques on Energy-Efficiency of Neural Network Accelerators
Seyed Morteza Nabavinejad, Behzad Salami
2021-06-29
Computer Vision and Pattern Recognition · Computer Science
Energy-Efficient ConvNets Through Approximate Computing
Bert Moons, Bert De Brabandere, Luc Van Gool, Marian Verhelst
2016-11-17
Distributed, Parallel, and Cluster Computing · Computer Science
Divide and Save: Splitting Workload Among Containers in an Edge Device to Save Energy and Time
Aria Khoshsirat, Giovanni Perin, Michele Rossi
2026-01-21