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cs.AR2026
NPU Accelerator: Quantized Real-Time Vehicle Detection on PYNQ-Z1 Using FINN
Daniel Gutierrez, Antonio Cuesta, Jorge Fe +2
This paper presents the design, optimization, implementation, and on-board validation of a neural processing unit (NPU) accelerator for real-time vehicle detection on the resource-…
cs.AR2026
AceleradorSNN: A Neuromorphic Cognitive System Integrating Spiking Neural Networks and DynamicImage Signal Processing on FPGA
Daniel Gutierrez, Ruben Martinez, Leyre Arnedo +2
The demand for high-speed, low-latency, and energy-efficient object detection in autonomous systems -- such as advanced driver-assistance systems (ADAS), unmanned aerial vehicles (…