Search Results for author: Zhongyang Zhang

Found 6 papers, 0 papers with code

Spike-based Neuromorphic Computing for Next-Generation Computer Vision

no code implementations15 Oct 2023 Md Sakib Hasan, Catherine D. Schuman, Zhongyang Zhang, Tauhidur Rahman, Garrett S. Rose

Neuromorphic Computing promises orders of magnitude improvement in energy efficiency compared to traditional von Neumann computing paradigm.

V2CE: Video to Continuous Events Simulator

no code implementations16 Sep 2023 Zhongyang Zhang, Shuyang Cui, Kaidong Chai, Haowen Yu, Subhasis Dasgupta, Upal Mahbub, Tauhidur Rahman

Dynamic Vision Sensor (DVS)-based solutions have recently garnered significant interest across various computer vision tasks, offering notable benefits in terms of dynamic range, temporal resolution, and inference speed.

Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings

no code implementations19 Mar 2021 Zhongyang Zhang, Zhiyang Xu, Zia Ahmed, Asif Salekin, Tauhidur Rahman

However, one of the fundamental limitations of these approaches is that they are highly dependent on image and camera settings and can only learn to map an input HSI with one specific setting to an output HSI with another.

Hyperspectral Image Super-Resolution Image Super-Resolution +1

Solving Poisson's Equation using Deep Learning in Particle Simulation of PN Junction

no code implementations24 Oct 2018 Zhongyang Zhang, Ling Zhang, Ze Sun, Nicholas Erickson, Ryan From, Jun Fan

Simulating the dynamic characteristics of a PN junction at the microscopic level requires solving the Poisson's equation at every time step.

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