Seppo Ilmari Linnainmaa (born 28 September 1945) is a Finnish mathematician and computer scientist known for creating the modern version of backpropagation.
Seppo Ilmari Linnainmaa (born 28 September 1945) is a Finnish mathematician and computer scientist known for creating the modern version of backpropagation...
mode of automatic differentiation or reverse accumulation, due to SeppoLinnainmaa (1970). The term "back-propagating error correction" was introduced...
learning, was for the first time published by the Finnish researcher SeppoLinnainmaa. The term (i.e. "back-propagating errors") itself has been used by...
learning, was for the first time published by the Finnish researcher SeppoLinnainmaa. The term (i.e. "back-propagating errors") itself has been used by...
(1962); Stuart Dreyfus (1962); Arthur E. Bryson and Yu-Chi Ho (1969); SeppoLinnainmaa (1970); Paul Werbos (1974). In fact, backpropagation and gradient descent...
Jan 2018. Cohen, Harvey. "The Perceptron". Retrieved 5 June 2016. Linnainmaa, Seppo (1970). Algoritmin kumulatiivinen pyoristysvirhe yksittaisten pyoristysvirheiden...
mode of automatic differentiation or reverse accumulation, due to SeppoLinnainmaa (1970). The term "back-propagating errors" was introduced in 1962 by...
differentiation, of which backpropagation is a special case, was proposed by SeppoLinnainmaa in 1970, and Paul Werbos proposed to use it to train neural networks...
been suggested since the late 1960s, but the inventor is unknown. SeppoLinnainmaa published reverse accumulation in 1976. In forward accumulation AD...
known as the reverse mode of automatic differentiation published by SeppoLinnainmaa in 1970) to multi-layer neural networks. This work showed through experiments...
known as the reverse mode of automatic differentiation published by SeppoLinnainmaa (1970) and applied to neural networks by Paul Werbos. These two discoveries...
gradient descent the currently dominant training technique. In 1970, SeppoLinnainmaa published the reverse mode of automatic differentiation of discrete...
and hence the XOR problem cannot be solved using this rule alone SeppoLinnainmaa in 1970 is said to have developed the Backpropagation Algorithm but...
Koller Janet Kolodner Yann LeCun Douglas Lenat Antonio Lieto Fei-Fei Li SeppoLinnainmaa Marvin Minsky Tom M. Mitchell Allen Newell Andrew Ng Seymour Papert...
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 an...
Norrback 26 Apr 1991–13 Apr 1995 Aho 1449 Swedish People's Party Tuula Linnainmaa 13 Apr 1995–1 Apr 1997 Lipponen I 720 National Coalition Party Matti Aura...
Global Information