19 citations · 23 across the 5 of their papers we have counts for
5 papers
A Stochastic Binary Vertex-Triggering Resetting Algorithm for Global Synchronization of Pulse-Coupled Oscillators
Muhammad U. Javed, Jorge I. Poveda, Xudong Chen
In this paper, we propose a novel stochastic binary resetting algorithm for networks of pulse-coupled oscillators (or, simply, agents) to reach global synchronization. The algorith…
On Smart Gaze based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks
Komal Mariam, Osama Mohammed Afzal, Wajahat Hussain +5
Unavailability of large training datasets is a bottleneck that needs to be overcome to realize the true potential of deep learning in histopathology applications. Although slide di…
Scalable Resetting Algorithms for Synchronization of Pulse-Coupled Oscillators over Rooted Directed Graphs
Muhammad U. Javed, Jorge I. Poveda, Xudong Chen
We study the problem of robust global synchronization of pulse-coupled oscillators (PCOs) over directed graphs. It is known that when the digraphs are strongly connected, global sy…
Multi-level Dynamic Optimization of Intelligent LEACH with Cost Effective Deep Belief Network
Muhammad U. Javed, Zaid Bin Tariq, Usama Muneeb +1
Energy utilization is a key attribute for energy constrained wireless sensor networks (WSN) that directly impacts the life time of the network. LEACH (and its variants) are conside…
Global Synchronization of Clocks in Directed Rooted Acyclic Graphs: A Hybrid Systems Approach
Muhammad U. Javed, Jorge I. Poveda, Xudong Chen
In this paper, we study the problem of robust global synchronization of resetting clocks in multi-agent networked systems, where by robust global synchronization we mean synchroniz…