SpikeMS: Deep Spiking Neural Network for Motion Segmentation
Chethan M. Parameshwara,Simin Li,Cornelia Fermüller,Nitin J. Sanket,Matthew S. Evanusa,Yiannis Aloimonos,Chethan M. Parameshwara,Simin Li,Cornelia Fermüller,Nitin J. Sanket,Matthew S. Evanusa,Yiannis Aloimonos
Spiking Neural Networks (SNN) are the so-called third generation of neural networks which attempt to more closely match the functioning of the biological brain. They inherently encode temporal data, allowing for training with less energy usage and can be extremely energy efficient when coded on neuromorphic hardware. In addition, they are well suited for tasks involving event-based sensors, which ...
