3 papers
cs.NE2025
Pendulum Model of Spiking Neurons
Joy Bose
We propose a biologically inspired model of spiking neurons based on the dynamics of a damped, driven pendulum. Unlike traditional models such as the Leaky Integrate-and-Fire (LIF)…
cs.LG2025
A Scalable and High Availability Solution for Recommending Resolutions to Problem Tickets
Harish Saragadam, Chetana K Nayak, Joy Bose
Resolution of incidents or problem tickets is a common theme in service industries in any sector, including billing and charging systems in telecom domain. Machine learning can hel…
cs.NI2025
Predicting Locations of Cell Towers for Network Capacity Expansion
Sowmiyan Morri, Joy Bose, L Raghunatha Reddy +1
Network capacity expansion is a critical challenge for telecom operators, requiring strategic placement of new cell sites to ensure optimal coverage and performance. Traditional ap…