# Neural Network

Maximum Entropy models makes least assumption about the data

Introducing latent variables to Boltzmann machine and restrict the connections within groups.

Minimum Description Length ( MDL Minimum Description Length MDL is a measure of how well a model …

For numerical stability we can use the log-sum-exp trick to calculate some loss such as cross entropy

Artificial neuron that separates the state space

BiPolar sigmoid function and its properties

Uni-polar sigmoid function and its properties

Using a newly defined loss function the authors could implement an idea that achieves the multi-task …