HANNA: a tool for hardware prototyping and benchmarking of ANNs. Poster
Título de la tesis:
HANNA: a tool for hardware prototyping and benchmarking of ANNs. Poster
Autor/es:
Garrigós Guerrero, Francisco Javier - Martínez Álvarez, José Javier - Toledo Moreo, Javier - Ferrández Vicente, José Manuel
Tipo de documento:
Otro
Universidad:
Universidad Politécnica de Cartagena
Departamento:
Idioma:
Castellano
Palabras clave:
Artificial Neural Networks (ANNs), Tecnologías VLSI, Arquitectura de hardware, HANNA (Hardware ANN Architect)
Fecha de la defensa:
23-Jun-2007
Notas:
For some applications, designers must implement an ANN model over different
platforms to meet performance, cost or power constrains, a process still more
painful when several hardware implementations have to be evaluated. Continuous
advances in VLSI technologies, computer architecture and software development
make it difficult to find the adequate implementation platform. HANNA (Hardware
ANN Architect), is a tool designed to automate the generation of hardware
prototypes of MLP-like neural networks over FPGA devices. Coupled with
traditional Matlab/Simulink environments the model can be...
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