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.