About: NoSCoM: Non-Standard Computational Models and Their Applications in Complexity, Linguistics, and Learning

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Projekt, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	http://linked.opendata.cz/ontology/domain/vavai/Projekt
rdfs:seeAlso	http://www.isvav.cz/projectDetail.do?rowId=GAP202/10/1333
Description	NoSCoM is a basic research project combining several complementary subfields of theoretical computer science in order to deepen our knowledge of important specialized non-standard models of computation. Its aim is to characterize the computational power and efficiency of these models and to explore their ability to model problems from selected application domains such as complexity theory, linguistics, and machine learning. Our multi-model approach will also include the analysis of new resources or measures of effective computation which are introduced in the respective non-standard computational models. In particular, the research will focus mainly on non-uniform amorphous computing systems modeling mobile sensory nets; nano-scale machines; formal models of practical neurocomputing in AI; specialized unbounded automata and grammars with important applications in linguistics (e.g. word-order freedom measures); branching programs for studying space-complexity aspects of computing; models for approximating distributions of empirical data such as random forests. (en) NoSCoM je projekt základního výzkumu, který kombinuje několik komplementárních podoborů teoretické informatiky se záměrem prohloubit naše znalosti důležitých specializovaných nestandardních výpočetních modelů. Jeho cílem je charakterizovat výpočetní sílu a efektivitu těchto modelů a prozkoumat jejich schopnost modelovat problémy z vybraných aplikačních domén jako jsou teorie složitosti, lingvistika a strojové učení. Náš vícemodelový přístup bude také zahrnovat analýzu nových zdrojů nebo měr efektivních výpočtů, které jsou zavedeny v příslušných nestandardních výpočetních modelech. Výzkum bude konkrétně zaměřen na neuniformní amorfní výpočetní systémy, které modelují mobilní senzorické sítě; nanostroje; formální modely praktických neurovýpočtů v UI; specializované neomezené automaty a gramatiky s důležitými aplikacemi v lingvistice (např. míry volnosti slovosledu); větvící programy pro studium prostorově-složitostních aspektů výpočtů; modely pro aproximaci distribucí empirických dat jako jsou náhodné lesy.
Title	NoSCoM: Non-Standard Computational Models and Their Applications in Complexity, Linguistics, and Learning (en) NoSCoM: Nestandardní výpočetní modely a jejich aplikace ve složitosti, lingvistice a učení
skos:notation	GAP202/10/1333
http://linked.open...avai/cep/aktivita	Standard projects
http://linked.open...kovaStatniPodpora	http://linked.opendata.cz/resource/domain/vavai/projekt/GAP202%2F10%2F1333/celkovaStatniPodpora
http://linked.open...ep/celkoveNaklady	http://linked.opendata.cz/resource/domain/vavai/projekt/GAP202%2F10%2F1333/celkoveNaklady
http://linked.open...datumDodatniDoRIV	2015-05-22 (xsd:date)
http://linked.open...i/cep/druhSouteze	VS - Veřejná soutěž ve výzkumu a vývoji
http://linked.open...ep/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open.../cep/fazeProjektu	100896467
http://linked.open...ai/cep/hlavniObor	IN - Informatika
http://linked.open...hodnoceniProjektu	U - Uspěl podle zadání, tj. byly splněny cíle a jeho předpokládané výsledky uvedené ve smlouvě / rozhodnutí o poskytnutí podpory
http://linked.open...vai/cep/kategorie	ZV - Základní výzkum
http://linked.open.../cep/klicovaSlova	unconventional models of computation neural networks restarting automata branching programs classification trees complexity (en)
http://linked.open...ep/partnetrHlavni	Ústav informatiky AV ČR, v.v.i.
http://linked.open...inujicichPrijemcu	0 (xsd:int)
http://linked.open...cep/pocetPrijemcu	1 (xsd:int)
http://linked.open...ocetSpoluPrijemcu	1 (xsd:int)
http://linked.open.../pocetVysledkuRIV	96 (xsd:int)
http://linked.open...enychVysledkuVRIV	96 (xsd:int)
http://linked.open...lneniVMinulemRoce	2014-04-18 (xsd:date)
http://linked.open.../prideleniPodpory	http://linked.opendata.cz/resource/domain/vavai/cep/prideleniPodpory/P202-10-1333
http://linked.open...iciPoslednihoRoku	2014
http://linked.open...atUdajeProjZameru	2015
http://linked.open.../vavai/cep/soutez	SGA02010GA-ST
http://linked.open...usZobrazovaneFaze	DUU
http://linked.open...ai/cep/typPojektu	P - Projekt výzkumu a vývoje financovaný ze státního rozpočtu
http://linked.open...ep/ukonceniReseni	2014-12-31 (xsd:date)
http://linked.open...ep/zahajeniReseni	2010-01-01 (xsd:date)
http://linked.open...jektu+dodavatelem	The outcome is over hundred publications in the fields of neural netw., comp. linguistics and non-standard comp. models, including implementations of some algorithms in established software packages (e.g. %22R Project for Statistical Computing%22). The number of publications is enormous, but not all of them are on the top scale. The potential for int. collaboration has not been fully exploited. (en) Výstupem řešení projektu je přes sto publikací v oblasti neuronových sítí, výpočetní lingvistiky a nestandardních výp. modelů a také implementace některých z algoritmů ve významných softw. balících (např. v %22R Project for Statistical Computing%22). Množství publikací je impozantní, avšak ne u všech lze skutečně mluvit o špičkovosti. Záměr rozšíření mezinárodní spolupráce nebyl zcela naplněn. (cs)
http://linked.open...tniCyklusProjektu	ZBBBKU
is http://linked.open...vavai/riv/projekt of	Mining the Czech Insolvency Proceedings Data Energy Complexity of Recurrent Neural Networks Generating Lambda Term Individuals in Typed Genetic Programming Using Forgetful A* Gramatické závislosti vs. koordinace z pohledu redukční analýzy Free Word-Order and Restarting Automata Two-Dimensional Sgraffito Automata Towards Computational Models of Artificial Cognitive Systems that can, in Principle, Pass the Turing Test Thirty Years of Collaboration with Jan van Leeuwen: In Search of Understanding Computation 22nd Theorietag Automata and Formal Languages A Case Study of a Free Word Order A Turing Machine Distance Hierarchy A Low-Energy Implementation of Finite Automata by Optimal-Size Neural Nets Automatic Processing of Linguistic Data as a Feedback for Linguistic Theory Brána vědění otevřena: nový pohled na výpočty The Computational Power of Turing's Non-Terminating Circular a-Machines The Creativity Mechanisms in Embodied Agents: An Explanatory Model New results on deterministic sgraffito automata On Super-Turing Computing Power and Hierarchies of Artificial General Intelligence Systems Mohou bakterie počítat? A High Level Model of a Conscious Embodied Agent Remarks on Gödel's Code as a Hash Function Clearing restarting automata When Is Phonetic Search with FPGAs Efficient? Image Classification with GHNN-Networks On Lexicalized Well-Behaved Restarting Automata That Are Monotone Automatické rozpoznávání předpon a přípon s pomocí nástroje Affisix Towards a formal model of natural language description based on restarting automata with parallel DR-structures Restarting Automata with Structured Output and Functional Generative Description (In)Dependencies in Functional Generative Description by Restarting Automata Phonetic search in foreign texts - how to find relevant information How Could Bacteria Compute? The Lexicographic Representation of Czech Diatheses: Rule Based Approach Name Resolution by Rewriting in Dynamic Networks of Mobile Entities Nanomachine Computing by Quorum Sensing Parallel communicating grammar systems with regular control and skeleton preserving FRR automata On the Correspondence between Parallel Communicating Grammar Systems and Restarting Automata Studying Properties of Czech Complex Sentences from an Annotated Corpus Static Load Balancing of Parallel Mining of Frequent Itemsets Using Reservoir Sampling Translations by Regulated Parallel Communicating Grammar Systems A Sufficient Condition for Sets Hitting the Class of Read-Once Branching Programs of Width 3 Amorphous Computing: A Research Agenda for the Near Future A Computability Argument Against Superintelligence Can Deep Neural Networks Discover Meaningful Pattern Features? Is There Something Beyond AI? Frequently Emerging, but Seldom Answered Questions about Artificial Super-Intelligence A taxonomy of computational models of neural networks: From subregular languages to super-Turing computations Inconspicuous Appeal of Amorphous Computing Systems Inconspicuous Appeal of Amorphous Computing Systems (Invited Talk) Complexity of Nondeterministic Multitape Computations Based on Crossing Sequences Seeding the Default RNG with a Numeric Vector What is Computation: An Epistemic Approach Model Guided Sampling Optimization for Low-Dimensional Problems Comparing Two-Dimensional One-Marker Automata to Sgraffito Automata Can N-dimensional Convolutional Neural Networks Distinguish Men And Women Better Than Humans Do? Fast and Reliable Detection of Hockey Players Formalization of Word-Order Shifts by Restarting Automata Image Classification with Growing Neural Networks Sensitivity-based SCG-training of BP-networks The singularity might indeed be near, but the next interesting level of intelligence is too far Δ-Clearing Restarting Automata and CFL Annotation of sentence structure: Capturing the relationship between clauses in Czech sentences How to Measure Word Order Freedom for Natural Languages? Proceedings of the 22nd Theorietag Automata and Formal Languages Restarting Tiling Automata Rethinking Computations

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