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检索条件"任意字段=2024 International Conference on Hardware/Software Codesign and System Synthesis"
853 条 记 录,以下是151-160 订阅
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Aggressive Energy Reduction for Video Inference with software-only Strategies
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ACM TRANSACTIONS ON EMBEDDED COMPUTING systemS 2019年 第5期18卷 1–20页
作者: Goncalves, Larissa Rozales De Moura, Rafael Fao Carro, Luigi Univ Fed Rio Grande do Sul Porto Alegre RS Brazil
In the past years, several works have proposed custom hardware and software-based techniques for the acceleration of Convolutional Neural Networks (CNNs). Most of these works focus on saving computations by changing t... 详细信息
来源: 评论
HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology
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ACM TRANSACTIONS ON EMBEDDED COMPUTING systemS 2021年 第5期20卷 66-66页
作者: Fasfous, Nael Vemparala, Manoj Rohit Frickenstein, Alexander Valpreda, Emanuele Salihu, Driton Nguyen Anh Vu Doan Unger, Christian Nagaraja, Naveen Shankar Martina, Maurizio Stechele, Walter Tech Univ Munich Munich Germany BMW Autonomous Driving Munich Germany Politecn Torino Turin Italy
Model compression through quantization is commonly applied to convolutional neural networks (CNNs) deployed on compute and memory-constrained embedded platforms. Different layers of the CNN can have varying degrees of... 详细信息
来源: 评论
Work-in-Progress: A Neuromorphic Approach of the Sound Source Localization Task in Real-Time Embedded systems
Work-in-Progress: A Neuromorphic Approach of the Sound Sourc...
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Embedded systems Week / Int Conf on Compilers, Architecture, and synthesis for Embedded systems (CASES) / international conference on hardware/software codesign and system synthesis (CODES+ISSS) / Int Conf on Embedded software (EMSOFT)
作者: Gutierrez-Galan, Daniel Pedro Jimenez-Fernandez, Juan Jimenez-Fernandez, Angel Tapiador-Morales, Ricardo Rios-Navarro, Antonio Linares-Barranco, Alejandro Univ Seville Seville Spain
Autonomous robots have become a very popular topic within the artificial intelligence field. These systems are able to perform difficult or risky tasks that could be dangerous when done by humans or trained animals. V... 详细信息
来源: 评论
A Fast Design Space Exploration Framework for the Deep Learning Accelerators: Work-in-Progress
A Fast Design Space Exploration Framework for the Deep Learn...
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international conference on hardware/software codesign and system synthesis (CODES+ISSS)
作者: Colucci, Alessio Marchisio, Alberto Bussolino, Beatrice Mrazek, Voitech Martina, Maurizio Masera, Guido Shafique, Muhammad Tech Univ Wien Vienna Austria Politecn Torino Turin Italy Brno Univ Technol Fac Informat Technol IT4Innovat Ctr Excellence Brno Czech Republic New York Univ Abu Dhabi Div Engn Abu Dhabi U Arab Emirates
The Capsule Networks (CapsNets) is an advanced form of Convolutional Neural Network (CNN), capable of learning spatial relations and being invariant to transformations. CapsNets requires complex matrix operations whic... 详细信息
来源: 评论
Will My Program Break on This Faulty Processor?: Formal Analysis of hardware Fault Activations in Concurrent Embedded software
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ACM TRANSACTIONS ON EMBEDDED COMPUTING systemS 2019年 第5期18卷 1-21页
作者: Bajczi, Levente Voros, Andras Molnar, Vince Budapest Univ Technol & Econ Fault Tolerant Syst Res Grp Dept Measurement & Informat Syst POB 91 H-1521 Budapest Hungary MTA BME Lendulet Cyber Phys Syst Res Grp Budapest Hungary
Formal verification is approaching a point where it will be reliably applicable to embedded software. Even though formal verification can efficiently analyze multi-threaded applications, multi-core processors are ofte... 详细信息
来源: 评论
FLASH: Fast Neural Architecture Search with hardware Optimization
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ACM TRANSACTIONS ON EMBEDDED COMPUTING systemS 2021年 第5期20卷 63-63页
作者: Li, Guihong Mandal, Sumit K. Ogras, Umit Y. Marculescu, Radu Univ Texas Austin Austin TX 78712 USA Univ Wisconsin Madison WI USA
Neural architecture search (NAS) is a promising technique to design efficient and high-performance deep neural networks (DNNs). As the performance requirements of ML applications grow continuously, the hardware accele... 详细信息
来源: 评论
Aggressive Energy Reduction for Video Inference with software-only Strategies
Aggressive Energy Reduction for Video Inference with Softwar...
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Embedded systems Week / Int Conf on Compilers, Architecture, and synthesis for Embedded systems (CASES) / international conference on hardware/software codesign and system synthesis (CODES+ISSS) / Int Conf on Embedded software (EMSOFT)
作者: Goncalves, Larissa Rozales De Moura, Rafael Fao Carro, Luigi Univ Fed Rio Grande do Sul Porto Alegre RS Brazil
In the past years, several works have proposed custom hardware and software-based techniques for the acceleration of Convolutional Neural Networks (CNNs). Most of these works focus on saving computations by changing t... 详细信息
来源: 评论
Treble: Fast software Updates by Creating an Equilibrium in an Active software Ecosystem of Globally Distributed Stakeholders
Treble: Fast Software Updates by Creating an Equilibrium in ...
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Embedded systems Week / Int Conf on Compilers, Architecture, and synthesis for Embedded systems (CASES) / international conference on hardware/software codesign and system synthesis (CODES+ISSS) / Int Conf on Embedded software (EMSOFT)
作者: Yim, Keun Soo Malchev, Iliyan Hsieh, Andrew Burke, Dave Google 1600 Amphitheatre Pkwy Mountain View CA 94043 USA
This paper presents our experience with Treble, a two-year initiative to build the modular base in Android, a Java-based mobile platform running on the Linux kernel. Our Treble architecture splits the hardware indepen... 详细信息
来源: 评论
FPGA HW/SW codesign Approach for Real-time Image Processing Using HLS
FPGA HW/SW Codesign Approach for Real-time Image Processing ...
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Communications, Control systems and Signal Processing (CCSSP), 2020 1st international conference on
作者: Mohamed Salah AZZAZ Abdelmadjd MAALI Redouane KAIBOU Ibrahim KAKOUCHE Mohamed SAAD Hocine HAMIL Ecole Militaire Polytechnique Laboratoire SEN Algiers Algeria Mouloud Mammeri University LAMPA Laboratory Tizi-Ouzou Algeria
Real-time constraint is one of the most common challenges found in many critical embedded applications, namely image and video processing. However, software tools such as Matlab and general purpose microprocessor are ... 详细信息
来源: 评论
Work-in-Progress: Physics-Based software Analysis for Safety-Critical Embedded Applications
Work-in-Progress: Physics-Based Software Analysis for Safety...
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Embedded systems Week / Int Conf on Compilers, Architecture, and synthesis for Embedded systems (CASES) / international conference on hardware/software codesign and system synthesis (CODES+ISSS) / Int Conf on Embedded software (EMSOFT)
作者: Goettlich, Philipp Reuss, Hans-Christian ETAS GmbH Stuttgart Germany Univ Stuttgart Stuttgart Germany
Physics-based software systems are a new trend in automotive feature and control implementation. They are used for modern applications in the context of automated driving and ADAS. Implementing physical models on crit... 详细信息
来源: 评论