13 papers
GeoIMO: Geometry-Driven Independent Motion Classification for Event Cameras
Anil Bayram Gogebakan, Filippo Marostica, Alessio Caviglia +2
Existing automotive event datasets rely on appearance-based annotations from frame pipelines, making them poorly suited for motion-aware event perception. We present a geometry-dri…
A benchmark suite of intracellular Boolean model variants and multiscale simulations for computational biology
Marco Masera, Riccardo Smeriglio, Roberta Bardini +2
We present PhysiBench, an open resource for developing and evaluating computational methods in systems biology including a benchmark suite of 612 executable intracellular Boolean r…
InjectV: Modeling Fault Injection Attacks in RISC-V Simulation Environment
Niccolò Lentini, Giorgio Fardo, Stefano Di Carlo +1
Fault Injection Attacks (FIAs) are a significant threat to hardware security, capable of compromising systems by inducing malicious faults in computation or storage. Evaluating res…
Spiker-LL: An Energy-Efficient FPGA Accelerator Enabling Adaptive Local Learning in Spiking Neural Networks
Alessio Caviglia, Filippo Marostica, Alessandro Savino +1
Deploying adaptive intelligence at the edge remains challenging due to the high computational and energy cost of training neural models. Spiking Neural Networks (SNNs) offer a prom…
Experimental Analysis of FreeRTOS Dependability through Targeted Fault Injection Campaigns
Luca Mannella, Stefano Di Carlo, Alessandro Savino
Real-Time Operating Systems (RTOSes) play a crucial role in safety-critical domains, where deterministic and predictable task execution is essential. Yet they are increasingly expo…
LuxIA: A Lightweight Unitary matriX-based Framework Built on an Iterative Algorithm for Photonic Neural Network Training
Tzamn Melendez Carmona, Federico Marchesin, Marco P. Abrate +3
PNNs present promising opportunities for accelerating machine learning by leveraging the unique benefits of photonic circuits. However, current state of the art PNN simulation tool…