An FPGA-based implementation of ADALINE neural network with low resource utilization and fast convergence

作者：Tehrani Omid Sharifi^*; Ashourian Mohsen

来源：Przeglad Elektrotechniczny, 2010, 86(12): 288-292.

• ADALINE Neural Network
• Adaptive Signal Processing
• FPGA Core
• SoPC

An FPGA-based fixed-point ADALINE Neural Network core with low resource utilization and fast convergence speed is proposed for embedded adaptive signal processing in real-time. The core is designed in VHDL93 language and is FPGA-brand-independent so can be embedded on any brand to create a system-on-programmable-chip (SoPC).

• 出版日期2010