Zobrazeno 1 - 10
of 124 411
pro vyhledávání: '"mixed signal"'
Autor:
Lefebvre, Martin, Bol, David
Recent advances in artificial intelligence have prompted the search for enhanced algorithms and hardware to support the deployment of machine learning at the edge. More specifically, in the context of the Internet of Things (IoT), vision chips must b
Externí odkaz:
http://arxiv.org/abs/2411.07946
This paper presents a mixed-signal neuromorphic accelerator architecture designed for accelerating inference with event-based neural network models. This fully CMOS-compatible accelerator utilizes analog computing to emulate synapse and neuron operat
Externí odkaz:
http://arxiv.org/abs/2410.08403
In this paper, we propose a framework to enhance the robustness of the neural models by mitigating the effects of process-induced and aging-related variations of analog computing components on the accuracy of the analog neural networks. We model thes
Externí odkaz:
http://arxiv.org/abs/2409.18553
This work introduces MICSim, an open-source, pre-circuit simulator designed for early-stage evaluation of chip-level software performance and hardware overhead of mixed-signal compute-in-memory (CIM) accelerators. MICSim features a modular design, al
Externí odkaz:
http://arxiv.org/abs/2409.14838
Autor:
Zompanti, Alessandro1 (AUTHOR) a.zompanti@unicampus.it, Ciarrocchi, Davide1 (AUTHOR) g.pennazza@unicampus.it, Grasso, Simone2 (AUTHOR) s.grasso@unicampus.it, Olivieri, Riccardo3 (AUTHOR) riccardo.olivieri1@student.univaq.it, Ferri, Giuseppe3 (AUTHOR) giuseppe.ferri@univaq.it, Santonico, Marco2 (AUTHOR) m.santonico@unicampus.it, Pennazza, Giorgio1 (AUTHOR)
Publikováno v:
Sensors (14248220). Dec2024, Vol. 24 Issue 23, p7626. 14p.
