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A summary of the History of machine learning between the 1940s and 2010s from the MCculloch-Pitts neuron to (early) Deep Learning, including AI#s first "Golden Age" and the first "AI Winter"

picture adapted from beamlab.org/deeplearning/2017/…

#HistoryOfAI #ISE 2024 #lecture #machinelearning #deeplearning #neuralnetworks @fizise @sourisnumerique @enorouzi #AI

Slide from the Information Service Engineering 2024 lecture, Basic Machine LEarning 01, A very brief history of AI, Machine LEarning TImeline from 1940 - 2010 and beyond, starting with McCulloch and Pitts neurons, over Fran Rosenblatt and the Perceptron (including B. Widrow and M. Hoff), over ADALINE, to Marvin Minsky and Seymour Pappert and the XOR problem, followed by the first AI winter, followed by Rummerlart, Hinton, and Williams and the Backpropagation algorithm, Vapnik and Cortes with Support Vector Machines, up tp Hinton and Ruslan with Deep LEarning.

Deep Learning 101 - Part 1: History and Background

The first in a multipart series on getting started with deep learning. In this part we will cover the history of deep learning to figure out how we got here,...
beamlab.org
#ai #machinelearning #deeplearning #historyofai #ise #lecture #neuralnetworks @Sarah Rebecca Ondraszek @FIZ ISE Research Group @Ebrahim
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