Two Ways to Implement LSTM Network using Python – with TensorFlow and Keras
In the previous article, we talked about the way that powerful type of Recurrent Neural Networks – Long Short-Term Memory (LSTM) Networks function. They are not keeping just propagating output information to the next time step, but they are also storing and...
Understanding Long Short-Term Memory Networks (LSTMs)
Remember how in the previous article we’ve said that we can predict text and make speech recognition work so well with Recurrent Neural Networks? The truth is that all the big accomplishments that we assigned to RNNs in the previous article are actually achieved...
Implementation of Convolutional Neural Network using Python and Keras
Have you ever wondered, how does Snapchat detect faces? How do self-driving cars know where a road is? You are right, they are using special kind of neural networks used for computer vision – Convolutional Neural Networks. In the previous article, we had a...
Introduction to Convolutional Neural Networks
Have you ever wondered how Facebook knows how to suggest the right friend to tag? Speaking of it, how does the Google’s image search algorithm work? Yes, you are right, there is a neural network involved in all those tasks. To be more precise, we are talking...
Artificial Neural Networks Series
Note: This is an ongoing series, more articles will be added soon. Deep learning and artificial intelligence are big buzzwords today, aren’t they? However, this field is not quite as new as the majority of people thinks. We as humans were always interested in...
