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Perceptron / Support vector machine / Statistical classification / Floating point / Nonlinear dimensionality reduction / Types of artificial neural networks / Statistics / Neural networks / Machine learning


Random Kernel Perceptron on ATTiny2313 Microcontroller Nemanja Djuric Slobodan Vucetic
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Document Date: 2013-03-26 23:22:07

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File Size: 377,88 KB

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City

Washington / DC / /

Company

Information Processing Systems / Atmel / /

Country

United States / /

Currency

USD / /

/

Facility

IDE AVR Studio / Temple University Philadelphia / C library / /

IndustryTerm

simplest devices / Online Classification / fixed-point algorithm / machine learning algorithms / online classification algorithm / sensor networks / certain software solutions / simplest existing computational devices / majority vote algorithm / fixed-point hardware / resource-limited computational devices / data mining algorithm / online learning / simplest computational devices / problem-specific hardware / primitive computational devices / online learning algorithms / resource-constrained computational devices / signal processing algorithms / fixed-point processors / /

OperatingSystem

Pegasos / /

Organization

National Science Foundation / Temple University Philadelphia / ATTiny2313 Microcontroller Nemanja Djuric Slobodan Vucetic Department of Computer and Information Sciences / USA Department of Computer and Information Sciences / Computer Systems Organization / /

Position

fixedpoint controller / Singer / Real-time and embedded systems General / /

ProgrammingLanguage

R / C / /

ProvinceOrState

Pennsylvania / /

PublishedMedium

Machine Learning / /

Technology

floating-point algorithm / majority vote algorithm / machine learning algorithms / signal processing algorithms / online classification algorithm / proposed algorithm / budgeted Kernel Perceptron algorithms / dataset 3.1 Hardware implementation The algorithm / prediction Our algorithm / distance using Algorithm / training algorithm / two proposed algorithms / fixed-point algorithm / machine learning / fixed-point processors / online learning algorithms / floating-point processor / data mining algorithm / described algorithm / two algorithms / 4.2 Log method Algorithm / /

URL

www.atmel.com/dyn/resources/prod_documents/doc2543.pdf / www.digikey.com / /

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