1 citations · 2 across the 3 of their papers we have counts for
5 papers
On-Device Super-Resolution Imaging for a Low-Cost SPAD Array on a 640-KB-SRAM Microcontroller
Zhenya Zang, Istvan Gyongy, Mike Davies
This work presents a super-resolution (SR) deep-learning (DL) architecture to simultaneously upscale low-resolution (LR) depth and intensity images acquired by a consumer-grade VL5…
Memory- and Bandwidth-Efficient SPAD-LiDAR Ranging via Coarse-to-Fine Spline Sketching
Zhenya Zang, Zhenya Zangy, Istvan Gyongy +1
This work presents an optimized compression framework for direct time-of-flight (dToF) light detection and ranging (LiDAR), using an accurate, compact timestamp-encoding strategy t…
Histogramless Time-Domain Sketched Fluorescence Lifetime Imaging
Zhenya Zang, Istvan Gyongy, Mike Davies
We present a statistics-aware compression strategy that processes photon timestamps directly from time-correlated single-photon counting (TCSPC) modules for time-domain fluorescenc…
Online Continual Learning on Intel Loihi 2 via a Co-designed Spiking Neural Network
Elvin Hajizada, Danielle Rager, Timothy Shea +5
Edge AI must adapt to new classes and shifting data within a tight power budget, but online continual learning (learning from each sample before the next arrives) is where conventi…
Efficient Video and Audio processing with Loihi 2
Sumit Bam Shrestha, Jonathan Timcheck, Paxon Frady +2
Loihi 2 is an asynchronous, brain-inspired research processor that generalizes several fundamental elements of neuromorphic architecture, such as stateful neuron models communicati…