machine programmable

Machine-learning reprogrammable metasurface imager
2019.3.6 In summary, a 2-bit programmable coding metasurface was proposed and experimentally realized, which can generate the radiation patterns required by machine learning techniques to realize a ...
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Programmable photonic circuits Nature
2020.10.7 A comprehensive overview of the various ways in which a programmable photonic circuit can be used to process microwave
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[2205.08824] Automating In-Network Machine Learning
2022.5.18 In this paper, we present Planter, an open-source, modular framework for mapping trained machine learning models to programmable devices. Planter supports a wide range of machine learning models, multiple targets and can be easily extended.
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Automation - Machine Programming, Robotics, AI Britannica
Machine programming. The programmed instructions determine the set of actions that is to be accomplished automatically by the system. The program specifies what the automated system should do and how its various components must function in
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In-Network Machine Learning Using Programmable Network
2023.12.19 The introduction of in-network computing, enabled by programmable network devices, has allowed to run applications within the network, providing higher throughput and lower latency. Soon after, in-network machine learning solutions started to emerge, enabling machine learning functionality within the network itself.
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Programmable Logic Controller Overview in Industrial ...
2024.5.6 What Are PLCs? Traditionally, programmable logic controllers (PLCs) are single-use electronic computing devices that are deployed to manage the operation of machines and electromechanical processes, primarily in an industrial context.
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Offloading Machine Learning to Programmable Data Planes ...
2023.8.26 This survey presents a study of programmable data planes applied to machine learning, also highlighting how in-network computing is helping to speed up machine learning applications. In this article, we provide various concepts and propose a taxonomy to classify existing research.
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Enabling Malware Detection with Machine Learning on Programmable
Here, we propose a novel architecture called on-switch malware detector that utilizes the programmable switch and the machine-learning technique to achieve better performance on detecting malicious flows in the network.
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A Convolutional Tsetlin Machine-based Field Programmable
2022.6.21 Abstract: This paper presents a Field Programmable Gate Array (FPGA) implementation of an image classification accelerator based on the Convolutional Tsetlin Machine (CTM). The work is a concept design, and the solution demonstrates recognition of two classes in 4 × 4 images with a 2 × 2 convolution window.
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PUMA: A Programmable Ultra-efficient Memristor-based Accelerator
2019.1.29 We present the Programmable Ultra-efficient Memristor-based Accelerator (PUMA) which enhances memristor crossbars with general purpose execution units to enable the acceleration of a wide variety of Machine Learning (ML) inference workloads. ... Our evaluation of diverse ML applications from image recognition, machine translation,
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Enabling Malware Detection with Machine Learning on Programmable
Malware detection is an important issue for network security, especially for the Internet of Things (IoT) network. Traditional network intrusion detection system (NIDS), running on external host servers, are not scalable for ever-increasing IoT traffic and waste time on transmitting data back and forth. Here, we propose a novel architecture called on-switch
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In-Network Machine Learning Using Programmable Network
2023.12.19 Machine learning is widely used to solve networking challenges, ranging from traffic classification and anomaly detection to network configuration. However, mac ... The introduction of in-network computing, enabled by programmable network devices, has allowed to run applications within the network, providing higher throughput and lower
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A Convolutional Tsetlin Machine-based Field Programmable
2022.6.21 This paper presents a Field Programmable Gate Array (FPGA) implementation of an image classification accelerator based on the Convolutional Tsetlin Machine (CTM). The work is a concept design, and the solution demonstrates recognition of two classes in 4 × 4 images with a 2 × 2 convolution window. More specifically, there are
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6 Best CNC Routers For Woodworking in 2024 - CNCSourced
2024.2.15 The Best CNC Routers for Woodworking. 1. Carbide 3D Shapeoko 4: Best Wood CNC Carving Machine for DIYers. Price: Starting at $1,525 — Available at Matterhackers here. Materials: Wood, Plastics, Soft Metals. Work Area: 17.5″ x 17.5″ x 4″. Accuracy: 0.005″.
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PS-IPS: Deploying Intrusion Prevention System with machine
2024.3.1 The programmable switch contains a packet-replication engine and a traffic manager, which forward packets from ingress pipelines to egress pipelines. ... Enabling malware detection with machine learning on programmable switch. NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium (2022), pp. 1-5,
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Machine Learning 5G Attack Detection in Programmable Logic
Machine learning-assisted network security may significantly contribute to securing 5G components. However, machine learning network security inference generally requires tens to hundreds of milliseconds, thereby introducing significant latency in 5G operations. The inference latency can be reduced by deploying the machine learning model to
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Meilleure Cafetière Programmable : Comparatif et Avis 2024
2018.2.6 Aicok, marque chinoise, propose ici une machine programmable au design classique, avec des composants qui font un peu cheap, mais surtout : une cafetière programmable pas chère ! Passées les premières minutes où il faut comprendre et tester les différentes fonctions, les clients apprécient les performances de l’appareil, et encensent ...
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FPGA Demonstrator of a Programmable Ultra-Efficient
Abstract: Hybrid analog-digital neuromorphic accelerators show promise for significant increase in performance per watt of deep learning inference and training as compared with conventional technologies. In this work we present an FPGA demonstrator of a programmable hybrid inferencing accelerator, with memristor analog dot product engines
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Machine-learning reprogrammable metasurface imager
2019.3.6 After being trained, the machine-learning imager can produce the measurement modes required by PCA. The 16 PCA leading measurement modes (i.e., the radiation patterns of the reprogrammable ...
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Programmable arti cial intelligence machine for wave
TLDR. This merging of the physical world of metamaterial engineering and the digital world of AI enables the remarkable latency gains of intelligent meta-imagers and provides explicit design tutorials for the integration of programmable meta-atoms as trainable physical weights into an intelligent end-to-end sensing pipeline. Expand. 40. PDF.
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In-Network Machine Learning Using Programmable Network
2023.12.19 Machine learning is widely used to solve networking challenges, ranging from traffic classification and anomaly detection to network configuration. However, mac ... The introduction of in-network computing, enabled by programmable network devices, has allowed to run applications within the network, providing higher throughput and lower
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Programmable and autonomous computing machine made
2001.12.1 Programmable and autonomous computing machine made of biomolecules. Devices that convert information from one form into another according to a definite procedure are known as automata. One such hypothetical device is the universal Turing machine, which stimulated work leading to the development of modern computers.
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[2301.02850] Programmable wave-based analog computing machine
2022.12.22 View a PDF of the paper titled Programmable wave-based analog computing machine: a metastructure that designs metastructures, by Dimitrios C. Tzarouchis and 2 other authors View PDF Abstract: The ability to perform mathematical computations using metastructures is an emergent paradigm that carries the potential of wave-based
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The 7 Best Programmable Coffee Makers, Tested
2023.10.26 She tested the Cuisinart 14-Cup Programmable Coffee Maker at home in a previous round of tests. Other Options We Tested . Wolf Gourmet 10-Cup Programmable Coffee Maker: This machine is extremely well-built and did pretty well in taste-tests. It was a top performer, but it just didn't stand above the competition enough to justify its sky-high
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PUMA: A Programmable Ultra-efficient Memristor-based Accelerator
PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference. / Ankit, Aayush; El Hajj, Izzat; Rahul Chalamalasetti, Sai et al. ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, 2019. p. 715-731 ...
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Stereodivergent synthesis with a programmable molecular machine
2017.9.21 Figure 1: Programmable operation of a molecular machine, 1, that synthesizes different products by moving a substrate between different activating sites. a, Flow chart showing the programmable ...
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Dynamic Load and Programmable Voltage Source
Specify the desired active power and reactive powers for the Dynamic Load (50 MW, 25 Mvar): Active Power = 50e6 Reactive Power = 25e6. Then press the 'Compute and Apply' button. The phasors of AB and BC machine voltages as well as the currents flowing into of phases A and B are updated. The phase-neutral load voltage Uan is also displayed: ( 0. ...
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Meta-programmable analog differentiator Nature
2022.3.31 Direct observation of meta-programmable differentiation. We begin by identifying eight metasurface configurations that yield a real-valued scattering matrix zero at eight distinct, evenly spaced ...
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[2205.08824] Automating In-Network Machine Learning
2022.5.18 Using programmable network devices to aid in-network machine learning has been the focus of significant research. However, most of the research was of a limited scope, providing a proof of concept or describing a closed-source algorithm. To date, no general solution has been provided for mapping machine learning algorithms to
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Machine à coudre électronique programmable BAS Machine
NEXIO BAS-370H. Machine à coudre – Automate électronique programmable de type pont : ・Le système du pont offre une excellente qualité de couture même à très haute vitesse. ・Productivité et qualité hors pairs avec des vitesses de coutures exceptionnelles. ・Champ Max. de couture : 700mm x 700mm. NEXIO BAS-375H.
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China Special Sewing Machine Manufacturer,
Special Sewing Machine, Heavy Duty Sewing Machine, Programmable Pattern Sewing Machine manufacturer / supplier in China, offering Long Arm Single Needle Compound Feed Walking Foot Heavy Duty Lockstitch
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Offloading Machine Learning to Programmable Data Planes ...
2023.8.26 As such, offloading machine learning to programmable network hardware has attracted considerable attention from the research community in the last few years. This survey presents a study of programmable data planes applied to machine learning, also highlighting how in-network computing is helping to speed up machine learning applications.
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Programmable photonic circuits Nature
2020.10.7 In large programmable PICs, many optical signals can propagate in the same waveguides but on different wavelengths, polarizations or directions. To disentangle these signals in a monitor detector ...
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(PDF) PUMA: A Programmable Ultra-efficient Memristor
2019.4.4 Our evaluation of diverse ML applications from image recognition, machine translation, and language modelling (5M-800M synapses) shows that PUMA achieves up to 2,446× energy and 66× latency ...
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Automate programmable industriel — Wikipédia
2024.5.5 Un automate programmable industriel, ou API (en anglais programmable logic controller, PLC), est un dispositif électronique numérique programmable destiné à la commande de processus industriels par un traitement séquentiel. ... des supervisions ou autres interfaces homme-machine (IHM, en anglais Human Machine Interface, HMI), ...
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Machine learning assisted design of shape
2023.12.4 Machine learning assisted design of shape-programmable 3D kirigami metamaterials. Nicolas A. Alderete1,3, Nibir Pathak1,3 and Horacio D. Espinosa 1,2 . Kirigami-engineering has become an avenue ...
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Les automates programmables : définition, fonctionnement
2023.3.2 Les automates programmables, également connus sous le nom de « PLC » (Programmable Logic Controller), sont des dispositifs électroniques utilisés pour contrôler et automatiser des processus industriels.Depuis leur invention dans les années 1960, les PLC ont évolué pour devenir un élément clé de la production industrielle moderne.
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An integrated self-optimizing programmable chemical
2024.2.9 A limitation of robotic platforms in chemistry is the lack of feedback loops to adjust the conditions in-operando. Here the authors present a dynamically programmable robotic system that uses ...
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