12 citations · 15 across the 9 of their papers we have counts for
9 papers
Parameter-Efficient Deep Learning for Ultrasound-Based Human-Machine Interfaces
Antonios Lykourinas, Chinmay Pendse, Francky Catthoor +3
Ultrasound (US) has emerged as a promising modality for Human-Machine Interfaces (HMIs), with recent research efforts exploring its potential for Hand Pose Estimation (HPE). A reli…
Futureproof Static Memory Planning
Christos Lamprakos, Panagiotis Xanthopoulos, Manolis Katsaragakis +3
The NP-complete combinatorial optimization task of assigning offsets to a set of buffers with known sizes and lifetimes so as to minimize total memory usage is called dynamic stora…
Improving the Representativeness of Simulation Intervals for the Cache Memory System
Nicolas Bueno, Fernando Castro, Luis Pinuel +2
Accurate simulation techniques are indispensable to efficiently propose new memory or architectural organizations. As implementing new hardware concepts in real systems is often no…
Active Inference in Hebbian Learning Networks
Ali Safa, Tim Verbelen, Lars Keuninckx +5
This work studies how brain-inspired neural ensembles equipped with local Hebbian plasticity can perform active inference (AIF) in order to control dynamical agents. A generative m…
Investigating methods to improve photovoltaic thermal models at second-to-minute timescales
Bert Herteleer, Anastasios Kladas, Gofran Chowdhury +2
This paper presents a range of methods to improve the accuracy of equation-based thermal models of PV modules at second-to-minute timescales. We present an RC-equivalent conceptual…
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning
Ali Safa, Tim Verbelen, Ilja Ocket +4
This work proposes a first-of-its-kind SLAM architecture fusing an event-based camera and a Frequency Modulated Continuous Wave (FMCW) radar for drone navigation. Each sensor is pr…
Learning to SLAM on the Fly in Unknown Environments: A Continual Learning Approach for Drones in Visually Ambiguous Scenes
Ali Safa, Tim Verbelen, Ilja Ocket +4
Learning to safely navigate in unknown environments is an important task for autonomous drones used in surveillance and rescue operations. In recent years, a number of learning-bas…
Worst-case Throughput Analysis for Parametric Rate and Parametric Actor Execution Time Scenario-Aware Dataflow Graphs
Mladen Skelin, Marc Geilen, Francky Catthoor +1
Scenario-aware dataflow (SADF) is a prominent tool for modeling and analysis of dynamic embedded dataflow applications. In SADF the application is represented as a finite collectio…
Functional Equivalence Checking for Verification of Algebraic Transformations on Array-Intensive Source Code
K. C. Shashidhar, Maurice Bruynooghe, Francky Catthoor +1
Development of energy and performance-efficient embedded software is increasingly relying on application of complex transformations on the critical parts of the source code. Design…