Ayo AkinkugbeinTowards AIUnderstanding ConvolutionWhy Convolutional Layers Work Better on Images Compared to Densely Connected LayersSep 27Sep 27
Ayo AkinkugbeinTowards AIThe Mathematics of Small Things: On Grokking and The Double Descent PhenomenonSpeculations on Why Over-parameterized Models Deviate from Statistical LawsJul 23Jul 23
Ayo AkinkugbeinTowards AIOn Stochastic Parrots : Paper ReviewA review on the risks facing large language models and ways to mitigate themJul 12Jul 12
Ayo AkinkugbeBuild a Neural Network from ScratchExplore what happens in a neural network by building oneMar 29Mar 29
Ayo AkinkugbeinTowards AIDesign a Multi-Layer Perceptron (MLP) Neural Network for ClassificationBuild a 2 layer MLP without Back PropagationMay 11May 11