3 citations · 4 across the 3 of their papers we have counts for
4 papers
Systematic Comparison of Path Planning Algorithms using PathBench
Hao-Ya Hsueh, Alexandru-Iosif Toma, Hussein Ali Jaafar +4
Path planning is an essential component of mobile robotics. Classical path planning algorithms, such as wavefront and rapidly-exploring random tree (RRT) are used heavily in autono…
PathBench: A Benchmarking Platform for Classical and Learned Path Planning Algorithms
Alexandru-Iosif Toma, Hao-Ya Hsueh, Hussein Ali Jaafar +3
Path planning is a key component in mobile robotics. A wide range of path planning algorithms exist, but few attempts have been made to benchmark the algorithms holistically or uni…
Cain: Automatic Code Generation for Simultaneous Convolutional Kernels on Focal-plane Sensor-processors
Edward Stow, Riku Murai, Sajad Saeedi +1
Focal-plane Sensor-processors (FPSPs) are a camera technology that enable low power, high frame rate computation, making them suitable for edge computation. Unfortunately, these de…
AnalogNet: Convolutional Neural Network Inference on Analog Focal Plane Sensor Processors
Matthew Z. Wong, Benoit Guillard, Riku Murai +2
We present a high-speed, energy-efficient Convolutional Neural Network (CNN) architecture utilising the capabilities of a unique class of devices known as analog Focal Plane Sensor…