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Knight and Stiny: a valuable review …
2002
arq: Architectural Research Quarterly
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The fourth division, that of non-classical representation, non-classical process is necessarily part of the taxonomy though I would consider it to have less relevance for meaningful design. ...
The taxonomy laid out in this paper will provide a useful roadmap for the understanding of this exciting field and its role in architecture and design. ...
doi:10.1017/s1359135502251441
fatcat:solhpec5zbb47jkd643vz46vjm
A modular sampling framework for flexible traffic analysis
2015
2015 23rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM)
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As proof of concept of the versatility of this framework in testing the suitability of distinct sampling schemes, this work provides a comparative performance evaluation of classical and recent sampling ...
proposals. ...
ACKNOWLEDGEMENTS This work has been supported by FCT -Fundação para a Ciência e Tecnologia in the scope of the project: UID/CEC/00319/2013. ...
doi:10.1109/softcom.2015.7314061
dblp:conf/softcom/SilvaCL15
fatcat:wvysfhgqdfbxrgadtashuthuua
A survey on modern trainable activation functions
[article]
2021
arXiv
pre-print
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2020 pre-print arXiv:2005.00817v2 fatcat:i32tv4qgcrfyzochelc75khzxqOther Versions
Starting from a discussion on the use of the term "activation function" in literature, we propose a taxonomy of trainable activation functions, highlight common and distinctive proprieties of recent and ...
Diverse and heterogeneous models of trainable activation function have been proposed in the literature. In this paper, we present a survey of these models. ...
A taxonomy of activation functions In this work, we propose a possible taxonomy of the main activation functions presented in literature, see Figure 2 . ...
arXiv:2005.00817v3
fatcat:ezo6j5hru5aq3mq4qrfahk4dii
Formal Ontologies and Semantic Technologies: A "Dual Process" Proposal for Concept Representation
2014
Philosophia Scientiæ
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This "cognitive" representational and reasoning gap constitutes a problem for the computational systems, since prototypical information plays a crucial role in many relevant tasks. ...
In this article, the theoretical and computational advantages of such "dual process" proposal are presented and briefly compared with other logic-oriented solutions adopted for facing the same problem. ...
A different way to face the representation non classical concepts in DL systems are DL extensions based non some non-monotonic logic. ...
doi:10.4000/philosophiascientiae.1005
fatcat:u2qzeafltje4dopkhka7t5nyi4
Handling Software Faults with Redundancy
[chapter]
2009
Lecture Notes in Computer Science
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Since practically all techniques exploit some form of redundancy, we consider the impact of redundancy on the software architecture, and we propose a taxonomy centered on the nature and use of redundancy ...
The primary utility of this taxonomy is to classify and compare techniques to handle software faults. ...
The taxonomy proposed in this paper aims to provide a unifying framework for the use of redundancy for handling software faults both in fault tolerant and self-healing systems. ...
doi:10.1007/978-3-642-10248-6_7
fatcat:py277cbonvcypf6caujd7o5soe
Inside packet sampling techniques: exploring modularity to enhance network measurements
2016
International Journal of Communication Systems
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In this context, this paper defines a taxonomy of traffic sampling techniques based on a comprehensive analysis of the inner components of existing proposals. ...
Following this taxonomy, a general-purpose architecture is established to sustain the development of flexible samplingbased measurement systems. ...
ACKNOWLEDGEMENTS This work has been supported by FCT -Fundação para a Ciência e Tecnologia in the scope of the project: UID/CEC/00319/2013. ...
doi:10.1002/dac.3135
fatcat:j6h6obtvenh3bnhyiv3vwoukdu
Examining Temporal Trends and Design Goals of Digital Music Instruments for Education in NIME: A Proposed Taxonomy
2020
Proceedings of the International Conference on New Interfaces for Musical Expression
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Each catalogue entry is annotated according to a proposed taxonomy for DMIs for education, rooted in the mechanics of control, mapping and feedback of an interactive music system, along with the required ...
In recent years, we note a growing number of DMIs targeting non-experts and with reduced requirements in terms of expertise. ...
To this end, we propose a taxonomy of DMI for education adapted from Magnusson [10] . ...
doi:10.5281/zenodo.4813209
fatcat:vmsvb234jrhqrh4hu4q2i4ryj4
Popular music access: The Sony music browser
2004
Journal of the American Society for Information Science and Technology
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Second, we consider "popular browsing" of music, i.e. making music accessible to non specialists (music lovers), and allowing sharing of musical tastes and information within communities, departing from ...
the usual, single user view of digital libraries. ...
In our Browser, we introduced the notion of primary artists in a deliberate ambiguous way, to cope for Classical and non Classical music in a uniform way. ...
doi:10.1002/asi.20055
fatcat:sv53necfcraylf72pj5rywubfa
Comparison Of Different Strategies For A Svm-Based Audio Segmentation
2009
Zenodo
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Publication in the conference proceedings of EUSIPCO, Glasgow, Scotland, 2009 ...
Figure 1 : 1 Architecture of the proposed system
[2], Cristianini et al. describe a new criterion to estimate the efficiency of a kernel, that is only based on its Gram matrix K computed from a set of ...
Figure 4 shows the global F-measure computed for each of the 8 taxonomies with both tuning approaches. The pink bars are for the grid-search and the light blue ones for KTA. ...
doi:10.5281/zenodo.41755
fatcat:r4ef3lyktvg5bmc7tw4b2qpo2i
A Hierarchical Architectural Framework for Reconfigurable Logic Computing
2013
2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum
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In this paper, we propose a taxonomy of architectural choices for RL computing. ...
While there is a rich body of prior work proposing a variety of reconfigurable systems, we believe there hasn't been an attempt to clearly identify the architectural tradeoff spaces for an RL compute engine ...
Another example for sequencing a non-leaf PB is Tabula [10] , where the whole reconfigurable array can sequence rapidly between different configurations each cycle.Using the proposed architecture framework ...
doi:10.1109/ipdpsw.2013.252
dblp:conf/ipps/LiPPWE13
fatcat:iznf6jppmzffba6bd6g5mn32sa
Rank-based loss for learning hierarchical representations
[article]
2022
arXiv
pre-print
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In this work we propose a rank based loss function that uses hierarchical information and translates this into a rank ordering of target distances between the examples. ...
Hierarchical taxonomies are common in many contexts, and they are a very natural structure humans use to organise information. ...
The authors propose a novel network architecture, the Taxonet that is both a hierarchical and multi-task neural network. ...
arXiv:2110.05941v2
fatcat:j2nfspe2xzc7tmmoaef42e2uli
Architectural implications of quantum computing technologies
2006
ACM Journal on Emerging Technologies in Computing Systems
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In this article we present a classification scheme for quantum computing technologies that is based on the characteristics most relevant to computer systems architecture. ...
Finally, we use our taxonomy to explore architectural implications for common arithmetic circuits, examine the implementation of quantum error correction, and discuss cluster-state quantum computation. ...
Munro for reviewing earlier drafts of this paper. We thank Y. Nakamura, T. Yamamoto, D. Wineland, and K. M. Itoh for the figures. ...
doi:10.1145/1126257.1126259
fatcat:utpetmhqdnc7fiisa7vzcg4z2e
A Taxonomy of Computation and Information Architecture
2015
Proceedings of the 2015 European Conference on Software Architecture Workshops - ECSAW '15
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This paper presents taxonomy of existing models of computation. ...
Nowadays computation is typically understood through the Turing machine model, in the fields of computability, computational complexity and even as a basis for present-day computer hardware and software ...
In the spirit of broadening of the concept of computation, the following definition was proposed: "For a process to qualify as computation a model must exist such as algorithm, network topology, physical ...
doi:10.1145/2797433.2797440
dblp:conf/ecsa/BurginD15
fatcat:gult7yykivd5xbf2iyvpxp5qlm
Genetic-based optimization in Fog Computing: current trends and research opportunities
[article]
2022
arXiv
pre-print
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Fog computing is a new computational paradigm that emerged from the need to reduce network usage and latency in the Internet of Things (IoT). ...
We defined a classification of the optimization scope in fog infrastructures and used this optimization taxonomy to classify the 70 papers in this survey. ...
[107] studied the case of a non-deterministic fog architecture. For this, they used a Monte Carlo method combined with a GA. ...
arXiv:2112.01958v2
fatcat:qvfwmlhov5d6jcsjvhsvsgcqza
A Research Landscape on Formal Verification of Software Architecture Descriptions
2019
IEEE Access
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This work contributes with (i) a structured overview and taxonomy of the current state of the art on this topic and (ii) the elicitation of important issues to be addressed in future research. ...
In this context, it is worthwhile investigating the role of architecture descriptions to support the formal verification of software architectures to ensure their quality, as well as how such a process ...
Such a taxonomy encompasses six main axes: (i) the architectural description formalisms, whether a typical ADL or a non-ADL formal notation; (ii) the architecture description representation, whether using ...
doi:10.1109/access.2019.2953858
fatcat:qkq4p4cnabgnjgaazq2hndxnma
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