6 citations · 6 across the 2 of their papers we have counts for
4 papers
A Generic Framework for Clustering Vehicle Motion Trajectories
Fazeleh S. Hoseini, Sadegh Rahrovani, Morteza Haghir Chehreghani
The development of autonomous vehicles requires having access to a large amount of data in the concerning driving scenarios. However, manual annotation of such driving scenarios is…
Memory-Efficient Sampling for Minimax Distance Measures
Fazeleh Sadat Hoseini, Morteza Haghir Chehreghani
Minimax distance measure extracts the underlying patterns and manifolds in an unsupervised manner. The existing methods require a quadratic memory with respect to the number of obj…
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction
Ali Samadzadeh, Fatemeh Sadat Tabatabaei Far, Ali Javadi +2
Spiking neural networks (SNNs) can be used in low-power and embedded systems (such as emerging neuromorphic chips) due to their event-based nature. Also, they have the advantage of…
Lifelong Learning Starting From Zero
Claes Strannegård, Herman Carlström, Niklas Engsner +3
We present a deep neural-network model for lifelong learning inspired by several forms of neuroplasticity. The neural network develops continuously in response to signals from the…