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检索条件"任意字段=Applied Computing 2004 - Proceedings of the 2004 ACM Symposium on Applied Computing"

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A Brain-Computer Interface and Augmented Reality Neurofeedback to Treat ADHD: A Virtual Telekinesis Approach

A Brain-Computer Interface and Augmented Reality Neurofeedba...

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19th IEEE International symposium on Mixed and Augmented Reality (ISMAR)

作者： Reddy, G. S. Rajshekar Lingaraju, G. M. Ramaiah Inst Technol Bengaluru Karnataka India

ISBN: (纸本)9781728176758

Attention-Deficit/Hyperactivity Disorder or ADHD poses a severe concern for today's youth, especially when the costs, efficacy, side effects of medication and the lack of immediate risk discourage treatment. ADHD causes people to make impulsive decisions, making it harder to succeed in school, work, and other aspects of life. Neurofeedback Therapy has shown promising results as an alternative in treating mental disorders and improving cognition. It leverages the inherent mechanism of operant conditioning by presenting real-time feedback of the user's brainwave activity, which is usually acquired via an EEG. However, long sessions of monotonous feedback have proven tedious, and users lose motivation to continue. Engaging graphical interfaces and games have been developed to combat this issue and have been proven to improve the treatment's efficacy. In this work, we extend upon these methods to increase engagement by employing Augmented Reality in the context of a virtual telekinetic game. The system comprises three modules: an Emotiv headset for EEG acquisition, MATLAB for signal processing, and an AR mobile application to deliver the feedback. The hardware and software implementation, the signal processing methodology, and the Neurofeedback protocol are thoroughly outlined. Our next step is to conduct a pilot study with a subset of healthy children to evaluate the complexity of the process.

关键词： Human-centered computing Human computer interaction (HCI) Interaction paradigms-Mixed / augmented reality applied computing-Law, social and behavioral sciences-Psychology

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Simulating heterogeneous models on multi-core platforms using Julia's computing language parallel potential 20

Simulating heterogeneous models on multi-core platforms usin...

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proceedings of the IEEE/acm 24th International symposium on Distributed Simulation and Real Time Applications

作者： Sergey Suslov Michael Schiek Markus Robens Christian Grewing Stefan van Waasen ZEA-2 - Electronic Systems Germany

This paper addresses the questions of high-level system modelling using heterogeneous multi-tool modelling environment on parallel multi-core processing systems for simulation acceleration. The modelling technique has been applied for high-level validation of a high-precision Indoor Positioning System for Motion Analysis (IPS-MA) developed in the Central Institute Electronic Systems (ZEA-2) of the Research Center Juelich GmbH. The heterogeneous modelling environment has been built using an implementation-level model designed in Matlab Simulink, a verification model for describing the system environment using Modelica language, and Julia language for automatic generation of binding modelling environment and parallelizing the simulation of the overall model. The approach showed a good flexibility in system description and verification in the multi-instrument modelling environment and a good performance gain due to simulation parallelism.

关键词： modelica Julia computing language high level system modelling parallelized simulation distributed simulation functional verification

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REAL: Logic and Arithmetic Operations Embedded in RRAM for General-Purpose computing 15

REAL: Logic and Arithmetic Operations Embedded in RRAM for G...

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15th IEEE/acm International symposium on Nanoscale Architectures, NANOARCH 2019

作者： Xie, Lei Cai, Hao Yang, Jun Southeast University National ASIC Engineering Center China

ISBN: (纸本)9781728155203

As the need of data-intensive applications is growing, it is challenging to scale von Neumann architecture to meet this need, due to its unavoidable data movement between processors and memories. To address such a challenge, processing-inmemory architectures have been proposed which are implemented by either conventional or emerging memory technology. However, such architectures typically support a narrow range of operations;for instance, some of them only support logical operations such as AND, OR. Hence, it is hard to be applied into a wide spectrum of applications (e.g., some need arithmetic operations). Furthermore, some operations need to add additional CMOS logic or significantly modify standard memory array structures. This paper proposes a set of comprehensive logical and arithmetic operations that are primitive operations of today's computer instruction set and can be embedded into RRAM;they include seven bitwise logical operation and three arithmetic operations. In addition, a new multiplication algorithm is proposed to be easily embedded into RRAM. The evaluation shows that our proposal reduces the delay up to 46% using fewer or the same number of memristor devices as compared to the state-of-the-art. © 2019 IEEE.

关键词： RRAM

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Exact Gaussian Process Regression with Distributed Computations 19

Exact Gaussian Process Regression with Distributed Computati...

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34th acm/SIGAPP Annual International symposium on applied computing (SAC)

作者： Duc-Trung Nguyen Filippone, Maurizio Michiardi, Pietro EURECOM Campus Sophia Tech Biot France

ISBN: (纸本)9781450359337

Gaussian Processes (GPs) are powerful non-parametric Bayesian models for function estimation, but suffer from high complexity in terms of both computation and storage. To address such issues, approximation methods have flourished in the literature, including model approximations and approximate inference. However, these methods often sacrifice accuracy for scalability. In this work, we present the design and evaluation of a distributed method for exact GP inference, that achieves true model parallelism using simple, high-level distributed computing frameworks. Our experiments show that exact inference at scale is not only feasible, but it also brings substantial benefits in terms of low error rates and accurate quantification of uncertainty.

关键词： Regression Matrix Factorization Distributed computing

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Attention computing: Overview of Mobile Sensing applied to Measuring Attention

Attention Computing: Overview of Mobile Sensing Applied to M...

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acm International Joint Conference on Pervasive and Ubiquitous computing (UbiComp) / acm International symposium on Wearable Computers (ISWC)

作者： Visuri, Aku van Berkel, Niels Univ Oulu Oulu Finland UCL London England

ISBN: (纸本)9781450368698

The measurement of participant attention is a frequent by-product of mobile sensing-based studies, which typically focus on user interruptibility or the effectiveness of notification deliveries. We note that, despite the popularity of interruptibility research within our discipline, research focused on attention is surprisingly scarce. This omission may be due to (a combination of) methodological, technological, or disciplinary constraints. In this paper, we argue how attention levels can be effectively measured with existing technologies and methodologies by adapting continuous measurements of attention fluctuations. Many clinically researched technologies, as well as sensing-based analysis methods, could be leveraged for this purpose. This paper invites co-researchers to assess the use of novel ways to measure attention in their future endeavours.

关键词： Attention computing mobile sensing attention notifications

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Reactive Microservices for the Internet of Things: A case study in Fog computing 19

Reactive Microservices for the Internet of Things: A case st...

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34th acm/SIGAPP Annual International symposium on applied computing (SAC)

作者： Lira de Santana, Cleber Jorge Alencar, Brenno de Mello Serafim Prazeres, Cassio V. Univ Fed Bahia Fed Inst Bahia Salvador BA Brazil Univ Fed Bahia Salvador BA Brazil

ISBN: (纸本)9781450359337

The Future Internet will be able to connect most of the objects that are not yet connected on the current Internet. The Internet of Things (IoT) is an important part of the Future Internet and involves connectivity between several physical and virtual objects, allowing the emergence of new services and applications. These intelligent objects, along with their tasks, constitute domain-specific applications (vertical markets), while ubiquitous and analytic services form independent domain services (horizontal markets). The development of these applications and services in these markets brings challenges such as deployment, scalability, integration, interoperability, mobility and performance. Recent research indicates that Microservices has been successfully applied by companies such as Netflix and SoundCloud to address some of these issues in their cloud computing applications. However, in the field of IoT, the use of Microservices to deal with these challenges still presents unresolved issues. In this paper, we present a reactive Microservices architecture and apply it in a Fog computing case study to investigate these challenges at the edge of the network. Finally, we evaluate our proposal from the perspective of performance of Microservices provided by intelligent objects (IoT gateways) at the edge of the network.

关键词： Reactive Microservices Architecture IoT Platform Internet of Things Fog computing

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Binary Transformation of Applications to run on Bare PCs 19

Binary Transformation of Applications to run on Bare PCs

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34th acm/SIGAPP Annual International symposium on applied computing (SAC)

作者： Almajed, Rasha Karne, Ramesh Wijesinha, Alexander Towson Univ Dept Comp & Informat Sci Towson MD 21252 USA

ISBN: (纸本)9781450359337

Operating (1) systems or kernels assist in running conventional applications. Bare machine computing (BMC) applications run on bare machines without using an operating system or a kernel. BMC applications are thus independent of any execution platform promoting longevity and reducing obsolescence. We investigate the binary transformation of conventional applications enabling them to run on bare machines. Three sample applications are used to demonstrate the binary transformation process and show the feasibility of our approach. Two Visual Studio applications are transformed to run on a bare PC and one large bare PC application binary is linked dynamically and transformed to run with a bare PC Web server. The transformation process and the dynamic linking of binary modules help to identify design and research issues. Our work lays a foundation to achieve the ultimate goal of making applications independent of computing platforms and environments.

关键词： binary transformation reverse engineering bare PC bare machine computing (BMC) computer applications

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Diabetes Care in Cloud - Research Challenges 19

Diabetes Care in Cloud - Research Challenges

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34th acm/SIGAPP Annual International symposium on applied computing (SAC)

作者： George, Merlin Chacko, Anu Mary Kurien, Sudeep Koshy Ali, Naseer Natl Inst Technol Dept CSE Calicut Kerala India Malabar Inst Med Sci Dept Cardiol Calicut Kerala India Malabar Inst Med Sci Dept Endocrinol Calicut Kerala India

ISBN: (纸本)9781450359337

Prevalence of diabetes has increased in the last two decades, and disease has become an epidemic. Improperly managed diabetes leads to life-threatening complications. The advances in technology provide a lot of opportunities for improved patient care through better monitoring and communication options. With the advances in technology like cloud computing, treatment approaches have become more collaborative, patient-centric and data-driven. Cloud enables us to capture and process a large amount of data produced during diabetes treatment. This data can be used to derive insights to provide personalized treatment, evaluate risks and conduct research. This paper explores the opportunities and challenges that diabetic care using cloud brings in.

关键词： Diabetes Mellitus (DM) Cloud computing Cloud services Electronic Health Records (EHR) Interoperability

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Computational Thinking with the Web Crowd using CodeMapper 19

Computational Thinking with the Web Crowd using CodeMapper

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34th acm/SIGAPP Annual International symposium on applied computing (SAC)

作者： Vanvorce, Patrick Jamil, Hasan M. Univ Idaho Dept Comp Sci Moscow ID 83843 USA

ISBN: (纸本)9781450359337

It has been argued that computational thinking should precede computer programming in the course of a career in computing. This argument is the basis for the slogan "logic first, syntax later" and the development of many cryptic syntax removed programming languages such as Scratch!, Blockly and Visual Logic. The goal is to focus on the structuring of the semantic relationships among the logical building blocks to yield solutions to computational problems. In this paper, we introduce a new programming platform, called the CodeMapper, in which learners are able to build computational logic in independent modules and aggregate them to create complex modules. CodeMapper is an abstract development environment in which rapid visual prototyping of systems is possible by combining already developed independent modules in logical steps.

关键词： Computational thinking imperative programming rapid prototyping crowd-computing conceptual programming

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SuperNPU: An Extremely Fast Neural Processing Unit Using Superconducting Logic Devices 53

SuperNPU: An Extremely Fast Neural Processing Unit Using Sup...

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53rd Annual IEEE/acm International symposium on Microarchitecture (MICRO)

作者： Ishida, Koki Byun, Ilkwon Nagaoka, Ikki Fukumitsu, Kosuke Tanaka, Masamitsu Kawakami, Satoshi Tanimoto, Teruo Ono, Takatsugu Kim, Jangwoo Inoue, Koji Kyushu Univ Grad Sch Fukuoka Japan Kyushu Univ Fac Informat Sci & Elect Engn Fukuoka Japan Seoul Natl Univ Dept Elect & Comp Engn Seoul South Korea Nagoya Univ Dept Elect Nagoya Aichi Japan

ISBN: (纸本)9781728173832

Superconductor single-flux-quantum (SFQ) logic family has been recognized as a highly promising solution for the post-Moore's era, thanks to its ultra-fast and low-power switching characteristics. Therefore, researchers have made a tremendous amount of effort in various aspects to promote the technology and automate its circuit design process (e.g., low-cost fabrication, design tool development). However, there has been no progress in designing a convincing SFQ-based architectural unit due to the architects' lack of understanding of the technology's potentials and limitations at the architecture level. In this paper, we present how to architect an SFQ-based architectural unit by providing design principles with an extreme-performance neural processing unit (NPU). To achieve the goal, we first implement an architecture-level simulator to model an SFQ-based NPU accurately. We validate this model using our die-level prototypes, design tools, and logic cell library. This simulator accurately measures the NPU's performance, power consumption, area, and cooling overheads. Next, driven by the modeling. we identify key architectural challenges for designing a performance-effective SFQ-based NPU (e.g., expensive on-chip data movements and buffering). Lastly, we present SuperNPU, our example SFQ-basixl NPU architecture, which effectively resolvis the challenges. Our evaluation shows that the proposed design outperforms a conventional state-of-the-art NPU by 23 limes. With free cooling provided as done in quantum computing, the performance per chip power increases up to 490 times. Our methodology can also be applied to other architecture designs with SFQ-friendly characteristics.

关键词： Single flux quantum (SFQ) Cryogenic computing Modeling Simulation

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