This paper presents a methodology for speeding up the design and verification of process of artificial neural networks (ANNs) in system-on-chip (SoC) ...
The proposed methodology significantly reduces the verification time required for the design of hardware-based neural networks, which allows complex models ...
Dec 19, 2018 · A team led by the University of California San Diego has developed a neuroinspired hardware-software co-design approach that could make ...
Missing: simulation verification
This paper presents a methodology for speeding up the design and verification of process of artificial neural networks (ANNs) in system-on-chip (SoC) hardware ...
In this paper, we proposed ANNA: Accelerating Neural Network Accelerator through a novel software-hardware co-design methodology.
A multi-core processor. (CMP)1 with a Network-on-Chip (NoC) has emerged as a promising platform for neural network simulation, motivating many recent studies of ...
May 15, 2021 · This co-simulation framework for Chisel (CFC) is developed to enhance design space exploration by allowing for high-speed and low-overhead.
Since the HIL simulation method requires less hardware than the fully physical components, and can avoid the difficulty of accurately assessing control ...
Data-driven modeling is an alternative paradigm that seeks to learn an approximation of the dynamics of a system using observations of the true system. In ...
Sep 25, 2024 · The simulator offers advanced features such as high- performance mixed-signal simulation and support for formal verification techniques, making ...