most citedLarq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks

21 citations · 21 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2020★ 21 cited

Larq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks

Tom Bannink, Arash Bakhtiari, Adam Hillier +5

We introduce Larq Compute Engine, the world's fastest Binarized Neural Network (BNN) inference engine, and use this framework to investigate several important questions about the e…

cs.RO2019

Vision-based Navigation Using Deep Reinforcement Learning

Jonáš Kulhánek, Erik Derner, Tim de Bruin +1

Deep reinforcement learning (RL) has been successfully applied to a variety of game-like environments. However, the application of deep RL to visual navigation with realistic envir…