[PDF] On the importance of initialization and momentum in deep learning



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Meet the Marten

American martens (formerly known as pine martens) once ranged throughout New York and the northeastern U S , when unbroken forests dominated the northeastern landscape Marten populations declined substantially throughout the northeastern U S during the late 1800s and early 1900s, primarily due to habitat loss caused by intensive logging and



NNATIONAL CENTER FOR CASE STUDY TEACHING IN SCIENCEATIONAL

Two species of martens, American and Pacifi c, occur in North America (Dawson and Cook, 2012) American martens (Martes americana) are distributed from the Atlantic coast through the boreal forests of Canada to Alaska Pacifi c martens (Martes caurina) are found from the Rocky Mountains to the Pacifi c coast and from California to Southeast Alaska



PINE MARTEN ECOLOGY

Thirty-nine martens have been captured since 1994 Nine "new" and 2 previously captured pine marten (Martes americana) were captured and radio-collared during June-July 1996 Five (3 males and 2 females) of these martens died, apparently from starvation or sickness Telemetry



Habitat Selection by American Martens (Martes americana) in

cover for martens in serpentine habitats At the microhabitat scale in non-serpentine habitats martens were detected at sites having the most mesic aspects, with dense tree and shrub cover, and with a higher abundance of large diameter snags At the stand scale martens selected conifer-dominated stands with dense shrub cover in the latest



How to exclude pine martens from game and poultry pens

Martens weigh between 1 0kg-2 2kg and the head and body measure about 60cm, with females lighter and smaller than the males Pine martens are solitary animals



DocumentFragment 21840278 - Courthouse News Service

ictoria Martens was a fourth grader who loved the color purple, gymnastics, her church, and swimming In July of 2016, Michelle Martens, Victoria's mother, met Fabian Gonzales on the internet dating website "Plentyoffiish com" and began dating law, to wit, under color of the statutes, regulations, policies, customs and usages of the State of



Text Structures, Readings, and Retellings: An Exploration of

Martens, Arya, Wilson, and Jin 3 scattered details (facts in no sequence), gist (the basic plot with no elaboration), or story (a narrative) (Martens, Wilson, Arya, & Lang, 2003) We also ana-lyzed how much the students drew on the text and illustrations in their retell-ings by writing each phrase or clause a student said on self-adhesive notes and





On the importance of initialization and momentum in deep learning

reported in Martens (2010) for the same tasks, they indicate that learning deep networks is not nearly as hard as was previously believed The rst contribution of this paper is a much more thorough investigation of the di culty of training deep and temporal networks than has been previously done In particular, we study the e ectiveness of SGD when

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