Articles

Technical, thought-provoking and ocassionally humorous writing on all things AI.

Machine Intelligence - An exploration of how we got here and where it is

Machine intelligence is no longer a distant concept - it is already part of the infrastructure of modern life. An exploration of how we got here and where it is taking us.

Time Series Prediction Using LSTM Deep Neural Networks

Using a Deep LSTM Neural Network architecture to provide multidimensional time series forecasting using Keras and TensorFlow, specifically applied to stock market datasets.

Multivariate Temporal Autoencoder For Predictive Reconstruction Of Deep Sequences

A multi-branch deep neural network approach to multivariate temporal sequence prediction, modelling a latent hidden state vector representation through a recurrent autoencoder and predictive model.

AI Security: Neural Network Backdoors

Neural networks used in security applications are vulnerable to internal backdoor injection via malicious training data and external adversarial attacks — both of which can grant unauthorized access without detection.