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Bespoke video games to provide early response markers to identify the optimal strategies for maximizing rehabilitation 14

Bespoke video games to provide early response markers to ide...

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29th Annual acm symposium on applied computing, SAC 2014

作者： Graziadio, S. Davison, R. Shalabi, K. Sahota, K.M.A. Ushaw, G. Morgan, G. Eyre, J.A. Institute of Neuroscience Newcastle University United Kingdom School of Computing Science Newcastle University United Kingdom

ISBN: (纸本)9781450324694

Stroke commonly leads to partial or complete paralysis of one side of the body and there is limited availability of therapists to provide rehabilitation. It is a priority therefore to identify the most effective rehabilitation strategies and/or pharmacotherapies. Motor learning, the essential process underpinning rehabilitation, can be assessed more quickly and robustly than outcomes from rehabilitation. In this paper we describe a proof of concept system that utilises a bespoke video game to measure the critical components of motor learning. We demonstrate that it is sensitive enough to detect how simple changes in therapist instruction significantly change motor performance and learning. Although video games have been shown to aid in rehabilitation, this is the first time video games have been used to derive early response markers, based on the measurement of performance and motor learning, for use in the evaluation of the efficacy of a rehabilitation strategy. Copyright 2014 acm.

关键词： Human computer interaction

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Entertainment arts and engineering (or how to fast track a new interdisciplinary program) 09

Entertainment arts and engineering (or how to fast track a n...

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40th acm Technical symposium on Computer Science Education, SIGCSE 2009

作者： Kessler, Robert Van Langeveld, Mark Altizer, Roger University of Utah School of Computing 50 S. Central Campus Dr. #3190 Salt Lake City UT 84112 United States University of Utah Division of Film Studies 255 S. Central Campus Dr. #2400 Salt Lake City UT 84112 United States

ISBN: (纸本)9781605585048

the Entertainment Arts and Engineering (EAE) program is a unique, new undergraduate interdisciplinary program at the University of Utah bringing together the School of computing and the Division of Film Studies in an effort to teach both video game development and computer animation. Students pursuing a film or computer science degree may enroll in the program as a means of focusing their education on digital arts and entertainment. the key characteristic of the program is the shared classes where students from both Computer Science and Fine Arts study together and cooperate on game and animation projects. the program is highlighted by a yearlong capstone course in which the students work together to make a video game or animated short from scratch. this paper chronicles our efforts starting the EAE program and demonstrates how to create an interdisciplinary program that not only attracts students to CS, but also equips them for careers or research in video games and animation. © 2009 acm.

关键词： Animation

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the pegasus portal: Web based grid computing 05

The pegasus portal: Web based grid computing

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20th Annual acm symposium on applied computing

作者： Singh, Gurmeet Deelman, Ewa Mehta, Gaurang Vahi, Karan Su, Mei-Hui Bruce Berriman, G. Good, John Jacob, Joseph C. Katz, Daniel S. Lazzarini, Albert Blackburn, Kent Koranda, Scott Information Sciences Institute University of Southern California Infrared Processing and Analysis Center California Institute of Technology Jet Propulsion Laboratory California Institute of Technology California Institute of Technology University of Wisconsin-Milwaukee

ISBN: (纸本)9781581139648

Pegasus is a planning framework for mapping abstract workflows for execution on the Grid. this paper presents the implementation of a web-based portal for submitting workflows to the Grid using Pegasus. the portal also includes components for generating abstract workflows based on a metadata description of the desired data products and application-specific services. We describe our experiences in using this portal for two Grid applications. A major contribution of our work is in introducing several components that can be useful for Grid portals and hence should be included in Grid portal development toolkits. Copyright 2005 acm.

关键词： Portals

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Student Research Abstract: Real-Time 3D Registration and Fusion with SRAM-based Analog In-Memory computing 24

Student Research Abstract: Real-Time 3D Registration and Fus...

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39th Annual acm symposium on applied computing, SAC 2024

作者： Liu, Xin-You Department of Computer Sciences and Information Engineering National Taiwan University Taipei Taiwan

ISBN: (纸本)9798400702433

In-memory computing systems are designed to offload workloads without transmitting tasks between CPU or GPU, reducing energy consumption. 3D sensors generate events of interest, usually powered by harvested energy or prolonged battery lifetimes. this work designed a three-dimensional (3D) sensing system using analog SRAM-based CIMs macro for storage and data processing to identify the subjects. the proposed neural network training scheme embedded the uncertainty model to tackle ADC non-deterministic thermal noise error. the design leverages the multiplication-accumulation (MAC) operation with limited precision on SRAM CIM macro, accelerating computation such as graph convolution, attention mechanism, and k nearest high dimensional feature vectors in Euclidean distance for the proposed registration pipeline. the experiment shows a reduction in the model size by up to 27 times, reduces the energy consumption by at least 100 times, and shortens the inference time by 297 times. © 2024 Copyright held by the owner/author(s).

关键词： Energy utilization

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computing data cubes using exact sub-graph matching: the sequential MCG approach 09

Computing data cubes using exact sub-graph matching: The seq...

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24th Annual acm symposium on applied computing, SAC 2009

作者： De Castro Lima, Joubert Hirata, Celso Massaki ITA P. Marechal Ed. Gomes - V. Acácias 12.228-900 - S.J.C. - S.P. Brazil

ISBN: (纸本)9781605581668

In this paper, we present a novel full cube computation and representation approach, named MCG. In a data cube, each cuboid can be viewed as a set of sub-graphs. In general, redundant sub-graphs are quite common in a data cube, but their elimination is a hard problem as some previous cube approaches demonstrate. the MCG approach differentiates significantly from previous approaches since it efficiently eliminates all common sub-graphs from the entire cube, based on an exact sub-graph matching solution. We propose a matching function to guarantee one-to-one mapping between sub-graphs. the function is computed incrementally, in a top-down fashion, and its computation uses a minimal amount of information to generate unique results, regardless of whether we are using distributive, algebraic or holistic measures. MCG performance analysis demonstrates a similar runtime when compared to Star approach and very low memory consumption (94 - 98% reduction) when compared to a full cube representation. Copyright 2009 acm.

关键词： Graphic methods

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An architecture-centered framework for developing blog crawlers 12

An architecture-centered framework for developing blog crawl...

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27th Annual acm symposium on applied computing, SAC 2012

作者： Ferreira, Rafael Brito, Patrick Melo, Jean Costa, Evandro Lima, Rinaldo Freitas, Fred Informatics Center Federal University of Pernambuco Recife Brazil Computing Institute Federal University of Alagoas Maceió Brazil

ISBN: (纸本)9781450308571

Blogs have become interesting tools for knowledge generation and sharing. As a matter of fact, the activity on blogs doubles every two hundred days. Numerous applications could make use of this massive daily information in order to find out interesting interpretations. However, the dynamic nature of the blogosphere hinders the manual information extraction from it, promoting the development of new automated approaches. In this paper, we propose a component-based framework to create blog crawlers based on software architecture. this framework provides useful services for the blog analysis, including preprocessing, indexing, content extraction, classification, and tag recommendation. In addition, we report a case study represented by a blog recommendation system, which helps student interactions in educational forums. this research work also aims to demonstrate the effort reduction when creating an application for blog analysis caused by the proposed framework. Finally other aspects of the developed application, such as the system evolution impact, reusability, and instantiation cost are qualitatively discussed. © 2012 acm.

关键词： Recommender systems

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Impact of function inlining on resource-constrained embedded systems 09

Impact of function inlining on resource-constrained embedded...

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24th Annual acm symposium on applied computing, SAC 2009

作者： Kim, Bongjae Yi, Sangho Cho, Yookun Hong, Jiman School of Computer Science and Engineering Seoul National University Korea Republic of School of Computing Soongsil University Korea Republic of

ISBN: (纸本)9781605581668

With the development of computer systems, function inlining schemes were used to reduce execution time while increasing codes. In embedded systems such as wireless sensor nodes, there are extreme limitations on memory space and battery power. this is the reason why function inlining is useful for maximizing memory utilization while minimizing energy consumption of embedded systems. In the previous works, basic inlining schemes were proposed, which were adapted to systems with code memory constraints. However, they were too coarse-grained, and did not evaluate the impact of function inlining in terms of both energy consumption and code memory utilization in actual systems. In this paper, we propose a fine-grained function inlining scheme. We also present the impact of function inlining schemes on resource-constrained embedded systems, in terms of energy consumption and code memory overhead. Based on experimental results, we demonstrate that fine-grained function inlining can improve the energy efficiency of embedded systems while maximizing code memory utilization. Copyright 2009 acm.

关键词： Embedded systems

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Boosting the performance of computing systems through adaptive configuration tuning 09

Boosting the performance of computing systems through adapti...

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24th Annual acm symposium on applied computing, SAC 2009

作者： Chen, Haifeng Jiang, Guofei Zhang, Hui Yoshihira, Kenji NEC Laboratories America 4 Independence Way Princeton NJ 08540 United States

ISBN: (纸本)9781605581668

Good system performance depends on the correct setting of its configuration parameters. It is observed that such optimal configuration relies on the incoming workload of the system. In this paper, we utilize the Markov decision process (MDP) theory and present a reinforcement learning strategy to discover the complex relationship between the system workload and the corresponding optimal configuration. Considering the limitations of current reinforcement learning algorithms used in system management, we present a different learning architecture to facilitate the configuration tuning task which includes two units: the actor and critic. While the actor realizes a stochastic policy that maps the system state to the corresponding configuration setting, the critic uses a value function to provide the reinforcement feedback to the actor. Both the actor and critic are implemented by multiple layer neural networks, and the error back-propagation algorithm is used to adjust the network weights based on the temporal difference error produced in the learning. Experimental results demonstrate that the proposed learning process can identify the correct configuration tuning rule which in turn improves the system performance significantly. Copyright 2009 acm.

关键词： Reinforcement learning

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Refining spectrum-based fault localization rankings 09

Refining spectrum-based fault localization rankings

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24th Annual acm symposium on applied computing, SAC 2009

作者： Abreu, Rui Mayer, Wolfgang Stumptner, Markus Van Gemund, Arjan J. C. Embedded Software Lab. Delft University of Technology Netherlands Advanced Computing Research Centre University of South Australia Australia

ISBN: (纸本)9781605581668

Spectrum-based fault localization is a statistical technique that aims at helping software developers to find faults quickly by analyzing abstractions of program traces to create a ranking of most probable faulty components (e.g., program statements). Although spectrum-based fault localization has been shown to be effective, its diagnostic accuracy is inherently limited, since the semantics of components are not considered. In particular, components that exhibit identical execution patterns cannot be distinguished. To enhance its diagnostic quality, in this paper, we combine spectrum-based fault localization with a model-based debugging approach based on abstract interpretation within a framework coined Deputo. the model-based approach is used to refine the ranking obtained from the spectrum-based method by filtering out those components that do not explain the observed failures when the program's semantics is considered. We show that this combined approach outperforms the individual approaches and other state-of-the-art automated debugging techniques. Copyright 2009 acm.

关键词： Semantics

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A pointing method using two accelerometers for wearable computing 09

A pointing method using two accelerometers for wearable comp...

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24th Annual acm symposium on applied computing, SAC 2009

作者： Tokoro, Yohei Terada, Tsutomu Tsukamoto, Masahiko Grad. School of Engineering Kobe University 1-1 Rokkodaicho Nadaku Kobe 657-8501 Japan

ISBN: (纸本)9781605581668

A variety of real-world situations are beneficial for wearable computing since it provides information services while users are doing other jobs. therefore, a simple and hands-free input interfaces have suitable for these computer operations. However, such interface has not been achieved with conventional input devices such as mice or track balls. Although gesture or eye-gaze input techniques have also been developed for wearable computing, they also suffer from problems i.e., a slow pointing speed, difficulty in carrying devices, and complexity in parallel use when doing tasks. We propose a new method of pointing using input of simple gestures with two accelerometers. By dividing the specifications of two coordinates into a combination of two independent motions, we accomplish accurate and intuitive pointing. A user attaches two small accelerometers to both his/her hands or both elbows. the pointing is done by using the intersection of two straight lines, and the movement of the lines is synchronized with that of the accelerometers. In addition, we also propose a method of changing the position of objects being pointed at that is new approach. the results we obtained from our evaluation experiments confirmed that our method was effective. Copyright 2009 acm.

关键词： Accelerometers

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