ZZ
Zhenya Zang
eess.IVcs.LGdeep learningDeep Learningeess.SPAlgorithmscomputational imagingcs.ARdiffuse correlation spectroscopyNeural Networks, Computer
On Valency
published · living versionsW_9naxeydd·v1 · currentpublished
Simulation-Driven Approach for Occlusion-Based Non-Line-Of-Sight Detection Using a Low-Cost Flash LiDAR
with Peizhao Qiu, Emmanuel A Olowe, Istvan Gyongy, Danial Chitnis
1 version
Preprints & journals
27 papers in the corpus · 2021–2026On-Device Super-Resolution Imaging for a Low-Cost SPAD Array on a 640-KB-SRAM Microcontroller2610.09098v1 · Zhenya Zang, Istvan Gyongy, Mike Davies2026 · 0 citationsarXiv
Memory- and Bandwidth-Efficient SPAD-LiDAR Ranging via Coarse-to-Fine Spline Sketching2609.35126v2 · Zhenya Zang, Istvan Gyongy, Mike Davies2026 · 0 citationsarXiv
Label-Free Prediction of EGFR Mutation Status Using Fluorescence Lifetime Imaging and Deep Learning in Lung Adenocarcinoma.42439806 · Zang, Zhenya, Dorward, David A, Ihuoma, Sophie et al.2026 · 0 citationsCancer research. 2026;86(18):4723-4733
A High-Accuracy Probabilistic-Based Sigmoid Approximator Incorporating Memory-Saving and Time-Efficient Strategies.41637703 · Lu, Wenhao, Leung, Chi-Sing, Qin, Feng et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(7):3102-3115
Histogramless Time-Domain Sketched Fluorescence Lifetime Imaging2605.06532v1 · Zhenya Zang, Istvan Gyongy, Mike Davies2026 · 0 citationsarXiv
Label-free pathological subtyping of non-small cell lung cancer using deep classification and virtual immunohistochemical staining.41933080 · Zang, Zhenya, Dorward, David A, Quiohilag, Katherine E et al.2026 · 1 citationNPJ digital medicine. 2026;9(1)
On-Device Super Resolution Imaging Using Low-Cost SPAD Array and Embedded Lightweight Deep Learning2603.27018v1 · Zhenya Zang, Xingda Li, David Day Uei Li2026 · 0 citationsarXiv
FPGA Implementation of Sketched LiDAR for a 192 x 128 SPAD Image Sensor2602.10837v1 · Zhenya Zang, Mike Davies, Istvan Gyongy2026 · 0 citationsarXiv
Deep learning-enhanced super-resolution imaging using low-cost single photon avalanche diodes.41715395 · Zang, Zhenya, Li, Xingda, Li, David Day-Uei2026 · 3 citationsOptics express. 2025;33(26):54918-54932
Online Learning Extreme Learning Machine with Low-Complexity Predictive Plasticity Rule and FPGA Implementation2512.21777v1 · Zhenya Zang, Xingda Li, David Day Uei Li2025 · 0 citationsarXiv
Cerebral blood flow monitoring using a deep learning implementation of the two-layer diffuse correlation spectroscopy analytical model with a 512 × 512 SPAD array.40831579 · Pan, Mingliang, Li, Chenxu, Zhang, Yuanzhe et al.2025 · 4 citationsNeurophotonics. 2025;12(3):035008
Towards On-Device Learning and Reconfigurable Hardware Implementation for Encoded Single-Photon Signal Processing2504.09028v1 · Zhenya Zang, Xingda Li, David Day Uei Li2025 · 1 citationarXiv
Fast blood flow index reconstruction of diffuse correlation spectroscopy using a back-propagation-free data-driven algorithm.40109530 · Zang, Zhenya, Pan, Mingliang, Zhang, Yuanzhe et al.2025 · 2 citationsBiomedical optics express. 2025;16(3):1254-1269
Towards high-performance deep learning architecture and hardware accelerator design for robust analysis in diffuse correlation spectroscopy.39531806 · Zang, Zhenya, Wang, Quan, Pan, Mingliang et al.2024 · 5 citationsComputer methods and programs in biomedicine. 2025;258:108471
Object classification through heterogeneous fog with a fast data-driven algorithm using a low-cost single-photon avalanche diode array.39573034 · Zang, Zhenya, Uei Li, David Day2024 · 10 citationsOptics express. 2024;32(19):33294-33304
Spiking Neural Network Enhanced Hand Gesture Recognition Using Low-Cost Single-photon Avalanche Diode Array2402.05441v1 · Zhenya Zang, Xingda Li, David Day Uei Li2024 · 0 citationsarXiv
Fast Cerebral Blood Flow Analysis via Extreme Learning Machine2401.05578v3 · Xi Chen, Zhenya Zang, Xingda Li2024 · 0 citationsarXiv
Quantification of blood flow index in diffuse correlation spectroscopy using a robust deep learning method.38283935 · Wang, Quan, Pan, Mingliang, Zang, Zhenya et al.2024 · 10 citationsJournal of biomedical optics. 2024;29(1):015004
Building a Reusable and Extensible Automatic Compiler Infrastructure for Reconfigurable Devices2401.10249v1 · Zhenya Zang, Uwe Dolinsky, Pietro Ghiglio et al.2023 · 1 citationarXiv
Compact and robust deep learning architecture for fluorescence lifetime imaging and FPGA implementation.36863024 · Zang, Zhenya, Xiao, Dong, Wang, Quan et al.2023 · 16 citationsMethods and applications in fluorescence. 2023;11(2)
Simple and Robust Deep Learning Approach for Fast Fluorescence Lifetime Imaging.36236390 · Wang, Quan, Li, Yahui, Xiao, Dong et al.2022 · 19 citationsSensors (Basel, Switzerland). 2022;22(19)
Hardware Inspired Neural Network for Efficient Time-Resolved Biomedical Imaging.36085638 · Zang, Zhenya, Xiao, Dong, Wang, Quan et al.2022 · 4 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2022;2022:1883-1886
Smart Wide-field Fluorescence Lifetime Imaging System with CMOS Single-photon Avalanche Diode Arrays.36086288 · Xiao, Dong, Zang, Zhenya, Wang, Quan et al.2022 · 6 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2022;2022:1887-1890
Fast Analysis of Time-Domain Fluorescence Lifetime Imaging via Extreme Learning Machine.35632167 · Zang, Zhenya, Xiao, Dong, Wang, Quan et al.2022 · 19 citationsSensors (Basel, Switzerland). 2022;22(10)
Fast fluorescence lifetime imaging analysis via extreme learning machine2203.13754v1 · Zhenya Zang, Dong Xiao, Quan Wang et al.2022 · 1 citationarXiv
Non-fusion time-resolved depth image reconstruction using a highly efficient neural network architecture.34266040 · Zang, Zhenya, Xiao, Dong, Day-Uei Li, David2021 · 43 citationsOptics express. 2021;29(13):19278-19291
Dynamic fluorescence lifetime sensing with CMOS single-photon avalanche diode arrays and deep learning processors.34221671 · Xiao, Dong, Zang, Zhenya, Sapermsap, Natakorn et al.2021 · 22 citationsBiomedical optics express. 2021;12(6):3450-3462
Career total: 52 works. 27 are in this corpus.
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