8 citations · 17 across the 21 of their papers we have counts for
7 papers · 1 filter
DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks
Isha Garg, Sayeed Shafayet Chowdhury, Kaushik Roy
Spiking Neural Networks (SNNs) offer a promising alternative to traditional deep learning frameworks, since they provide higher computational efficiency due to event-driven informa…
Numerical Analysis of a Highly Sensitive Surface Plasmon Resonance Sensor for SARS-CoV-2 Detection
Syed Mohammad Ashab Uddin, Sayeed Shafayet Chowdhury, Ehsan Kabir
In this paper, we propose a surface plasmon resonance (SPR) structure based on Kretschmann configuration incorporating layers of Silicon and BaTiO on top of Ag for real-time de…
Anomaly Detection in Unsupervised Surveillance Setting Using Ensemble of Multimodal Data with Adversarial Defense
Sayeed Shafayet Chowdhury, Kaji Mejbaul Islam, Rouhan Noor
Autonomous aerial surveillance using drone feed is an interesting and challenging research domain. To ensure safety from intruders and potential objects posing threats to the zone…
Unsupervised Abnormality Detection Using Heterogeneous Autonomous Systems
Sayeed Shafayet Chowdhury, Kazi Mejbaul Islam, Rouhan Noor
Anomaly detection (AD) in a surveillance scenario is an emerging and challenging field of research. For autonomous vehicles like drones or cars, it is immensely important to distin…
Optimization of Surface Plasmon Resonance Biosensor for Analysis of Lipid Molecules
Ehsan Kabir, Syed Mohammad Ashab Uddin, Sayeed Shafayet Chowdhury
Surface Plasmon Resonance (SPR) is an important bio-sensing technique for real-time label-free detection. However, it is pivotal to optimize various parameters of the sensor config…
Towards Understanding the Effect of Leak in Spiking Neural Networks
Sayeed Shafayet Chowdhury, Chankyu Lee, Kaushik Roy
Spiking Neural Networks (SNNs) are being explored to emulate the astounding capabilities of human brain that can learn and compute functions robustly and efficiently with noisy spi…
Numerical Analysis of Sensitivity Enhancement of Surface Plasmon Resonance Biosensors Using a Mirrored Bilayer Structure
Sayeed Shafayet Chowdhury, Syed Mohammad Ashab Uddin
A mirrored bilayer structure incorporating layers of Graphene and MoS2 is proposed here for Surface Plasmon Resonance (SPR) biosensing and its performance is evaluated numerically.…