Linnainmaa is a district of about 6,000 inhabitants[1] in the eastern part of Tampere, Finland, about six kilometers from the city center.[2] Tampere's eastern bypass borders Linnainmaa in the west, and Highway 12 in the north. The building stock of Linnainmaa consists mainly of detached houses built in the 1950s and 1960s, as well as newer detached, multi-storey and terraced houses.[1] The average age of those living in Linnainmaa is 40.9 years. The largest age group is 30-49 years old. The majority of the residents of the district are employed, the second largest are pensioners.[1]
^ abc"Tampere alueittain 2013" (PDF) (in Finnish). City of Tampere. Retrieved July 18, 2021.
^Salminen, Leena; Vainikainen, Janne; Hämäläinen, Kirsi; Nurminen, Marko (December 2007). "Tilastokatsaus Tampereelta 2007:2" (PDF) (in Finnish). City of Tampere. Retrieved July 18, 2021.
Seppo Ilmari Linnainmaa (born 28 September 1945) is a Finnish mathematician and computer scientist known for creating the modern version of backpropagation...
Linnainmaa is a district of about 6,000 inhabitants in the eastern part of Tampere, Finland, about six kilometers from the city center. Tampere's eastern...
learning, was for the first time published by the Finnish researcher Seppo Linnainmaa. The term (i.e. "back-propagating errors") itself has been used by Rosenblatt...
learning, was for the first time published by the Finnish researcher Seppo Linnainmaa. The term (i.e. "back-propagating errors") itself has been used by Rosenblatt...
Tuula Linnainmaa (née Forss; born 8 January 1942) is a retired Finnish politician representing the National Coalition Party. She served as a Member of...
mode of automatic differentiation or reverse accumulation, due to Seppo Linnainmaa (1970). The term "back-propagating error correction" was introduced in...
Tero Linnainmaa (born 1992) is a Finnish orienteering, ski orienteering and mountain bike orienteering competitor. He won a bronze medal in the long distance...
Mirja Ojanen (born 27 November 1967 in Hämeenkyrö) is a Finnish ski-orienteering competitor. She won a silver medal in the long distance at the 1992 World...
gradient descent the currently dominant training technique. In 1970, Seppo Linnainmaa published the reverse mode of automatic differentiation of discrete connected...
16 Jan 2018. Cohen, Harvey. "The Perceptron". Retrieved 5 June 2016. Linnainmaa, Seppo (1970). Algoritmin kumulatiivinen pyoristysvirhe yksittaisten pyoristysvirheiden...
differentiation, of which backpropagation is a special case, was proposed by Seppo Linnainmaa in 1970, and Paul Werbos proposed to use it to train neural networks in...
(1962); Stuart Dreyfus (1962); Arthur E. Bryson and Yu-Chi Ho (1969); Seppo Linnainmaa (1970); Paul Werbos (1974). In fact, backpropagation and gradient descent...
mode of automatic differentiation or reverse accumulation, due to Seppo Linnainmaa (1970). The term "back-propagating errors" was introduced in 1962 by Frank...
known as the reverse mode of automatic differentiation published by Seppo Linnainmaa (1970) and applied to neural networks by Paul Werbos. These two discoveries...
been suggested since the late 1960s, but the inventor is unknown. Seppo Linnainmaa published reverse accumulation in 1976. In forward accumulation AD, one...
known as the reverse mode of automatic differentiation published by Seppo Linnainmaa in 1970) to multi-layer neural networks. This work showed through experiments...
doi:10.1109/ICNN.1996.548916. ISBN 978-0-7803-3210-2. S2CID 6536466. Linnainmaa, Seppo (1970). The representation of the cumulative rounding error of...
Vienna Vikings 27 Wörthersee Stadion Klagenfurt, Austria 14,566 Kimi Linnainmaa (WR, Vienna Vikings) III 2023 Rhein Fire 53 Stuttgart Surge 34 Schauinsland-Reisen-Arena...
and hence the XOR problem cannot be solved using this rule alone Seppo Linnainmaa in 1970 is said to have developed the Backpropagation Algorithm but the...
ago (2005-12-07) in Helsinki Founders Lassi Noponen, Tarja Teppo, Timo Linnainmaa Headquarters Helsinki, Finland Number of locations 2 Area served Worldwide...
eastern part of Tampere, Finland. The neighboring parts of the city are Linnainmaa and Holvasti. Leinola School is located in the Leinola district. The area...
and Ronald J. Williams Nature, 323, 533–536, 1986 Description: Seppo Linnainmaa's reverse mode of automatic differentiation (first applied to neural networks...
the city. The neighboring parts of the city are Messukylä, Ristinarkku, Linnainmaa, Vehmainen, Haihara, Kaukajärvi and Viiala. The Hankkio district is bordered...
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