Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domain

no code implementations • 3 Jul 2018 • Laxmi R. Iyer, Yansong Chua, Haizhou Li

We also use this SNN for further experiments on N-MNIST to show that rate based SNNs perform better, and precise spike timings are not important in N-MNIST.

Classifying neuromorphic data using a deep learning framework for image classification

no code implementations • 2 Jul 2018 • Roshan Gopalakrishnan, Yansong Chua, Laxmi R. Iyer

Since then, several neuromorphic datasets as obtained by applying such sensors on image datasets (e. g. the neuromorphic CALTECH 101) have been introduced.

Benchmarking General Classification +1