most citedReduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction

12 citations · 12 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CR2026

Explainability-Aware Evaluation of Transfer Learning Models for IoT DDoS Detection Under Resource Constraints

Nelly Elsayed

Distributed denial-of-service (DDoS) attacks threaten the availability of Internet of Things (IoT) infrastructures, particularly under resource-constrained deployment conditions. A…

cs.LG2018★ 12 cited

Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction

Nelly Elsayed, Anthony S. Maida, Magdy Bayoumi

Spatiotemporal sequence prediction is an important problem in deep learning. We study next-frame(s) video prediction using a deep-learning-based predictive coding framework that us…