- Tytuł:
- FPGA Implementation of Neural Nets
- Autorzy:
-
Kumari, B A Sujatha
Kulkarni, Sudarshan Patil
Sinchana, C. G. - Powiązania:
- https://bibliotekanauki.pl/articles/27311922.pdf
- Data publikacji:
- 2023
- Wydawca:
- Polska Akademia Nauk. Czasopisma i Monografie PAN
- Tematy:
-
artificial neural network
Spartan-6
field programmable gate arrays (FPGAs)
convolutional neural network - Opis:
- The field programmable gate array (FPGA) is used to build an artificial neural network in hardware. Architecture for a digital system is devised to execute a feed-forward multilayer neural network. ANN and CNN are very commonly used architectures. Verilog is utilized to describe the designed architecture. For the computation of certain tasks, a neural network’s distributed architecture structure makes it potentially efficient. The same features make neural nets suitable for application in VLSI technology. For the hardware of a neural network, a single neuron must be effectively implemented (NN). Reprogrammable computer systems based on FPGAs are useful for hardware implementations of neural networks.
- Źródło:
-
International Journal of Electronics and Telecommunications; 2023, 69, 3; 599--604
2300-1933 - Pojawia się w:
- International Journal of Electronics and Telecommunications
- Dostawca treści:
- Biblioteka Nauki
Artykuł