ANN

ANN stands for artificial neural network. It is an electronic neural network which simulates the operations and features of human brain neural networks.

Artificial intelligence (AI) means developing intelligence in computing systems and robots. Artificial intelligence emulates human brain intelligence and is capable of executing tasks which require cognitive ability. The most common cognitive services which can be implemented in AI are the following: Language, including Natural Language Processing (NLP) and Natural Language Understanding (NLU) Computer vision, including ... Read more

Caffe

Caffe is a deep learning framework, which has been developed by Berkeley AI Research (BAIR) and various other contributors. The Caffe official project website is https://caffe.berkeleyvision.org/.

ReLU function

The ReLU (rectified linear unit function) function is an ANN activation function which calculates a linear function of the inputs. If the result is positive, it outputs that result. If it is negative, it outputs 0. The mathematical formula for the ReLU function is f (x) = max(0, x). The graph of the ReLU function ... Read more

RNN

RNN stands for recurrent neural network and is a type of artificial neural network (ANN) which is a non feed-forward neural network (FNN). This means that an RNN accommodates for information flow from left to right but also from right to left. This is because an RNN typically features one or more memory cells inside ... Read more

TLU

TLU stands for threshold logic unit. TLU is an output neuron which calculates the weighted sum of input neurons and then implements a step function. This is used in the perceptron artificial neural network model.

tokenization

Tokenization in Natural Language Processing (NLP) is the process of partitioning natural language text into smaller units, which are then manipulated by RNN or other artificial neural network models.