Search Results for author: Hans Johnson

Found 4 papers, 1 papers with code

Reconfigurable Distributed FPGA Cluster Design for Deep Learning Accelerators

no code implementations24 May 2023 Hans Johnson, Tianyang Fang, Alejandro Perez-Vicente, Jafar Saniie

We propose a distributed system based on lowpower embedded FPGAs designed for edge computing applications focused on exploring distributing scheduling optimizations for Deep Learning (DL) workloads to obtain the best performance regarding latency and power efficiency.

Edge-computing Scheduling

Distributed Gesture Controlled Systems for Human-Machine Interface

no code implementations12 Apr 2023 Hans Johnson, Jafar Saniie

This paper presents the design flow of an IoT human machine touchless interface.

Tensor-Based Grading: A Novel Patch-Based Grading Approach for the Analysis of Deformation Fields in Huntington's Disease

no code implementations23 Jan 2020 Kilian Hett, Hans Johnson, Pierrick Coupé, Jane Paulsen, Jeffrey Long, Ipek Oguz

In this work, we propose to combine the advantages of these two approaches by extending the patch-based grading framework with a new tensor-based grading method that enables us to model patterns of local deformation using a log-Euclidean metric.

General Classification

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