Author

Vikas Pandey

3 papers indexed here

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Sep 2026

Deep Learning Framework for 3D Fluorescence Lifetime Estimation

Fluorescence lifetime imaging has emerged as a powerful tool for quantitatively assessing the molecular environment of live tissues. While fluorescence lifetime microscopy is a maturing field, achieving effective 3D imaging in deep tissues remains challenging due to high scattering. In this study, we present a deep neu...

N. Nizam, Vikas Pandey, Ismail Erbas et al. · Journal of Biophotonics · 0 citations

Preprint Sep 2026

PyFLI: A Python Library for Simulation, Parameter Estimation, and Benchmarking in Fluorescence Lifetime Imaging

PyFLI is an open-source framework for FLI processing and standardized data simulation that imports measurements from acquisition systems, simulates labeled data under configurable acquisition and noise conditions, and provides complementary approaches for parameter estimation.

Vikas Pandey, Ismail Erbas, Margarida Barroso et al. · 0 citations

#artificial intelligence Preprint Sep 2026

When Quantization Breaks Memory: Recurrent-State Write-Back in Low-Precision Temporal Inference

R recurrent-state write-back is established as a key determinant of low-precision recurrent dynamics and the state-storage interface is identified as a central design consideration for quantized recurrent inference.

Ismail Erbas, Xavier Intes, Vikas Pandey · 1 citation