Category «Deep Learning»

LSTM-Long Short Term Memory

LSTM it a type of Recurrent neural network,¬†Various variants of RNNs have been around since the 1980s but were not widely used until recently because of insufficient computation power and difficulties in training. Since the invention of architectures like LSTM in 2006 we have seen very powerful applications of RNNs. In 1997 by Hochreiter & …

Deep Learning-Basics

Perceptron an artificial Neuron A brain is composed of cells called neurons that process information and connections between neurons called synapses through which information is transmitted. It is estimated that the human brain is approximately composed of¬†100 billion neurons and 100 trillion synapses. The following image, represents the main components of a neuron are dendrites, …