VHDL DESIGN AND HARDWARE REALIZATION OF HYBRIDARTIFICIAL INTELLIGENCE ARCHITECTURE | Science Publications

American Journal of Applied Sciences

Tenneti Madhu¹  Rajeswaran Nagalingam¹  Munagala Suryakalavathi¹ 

关键词: ANN;    Evolutionary Algorithm;    GA;    Hybrid AI;    VHDL;   

DOI  :  10.3844/ajassp.2014.782.788

学科分类：自然科学（综合）

来源: Science Publications

【 摘 要 】

Evolutionary Algorithms (EA) use Genetic Algorithm (GA) in many optimization problems to efficiently compute the function value in less time. In this study the weight optimization of the Artificial Neural Net-work (ANN), using the Back Propagation Network (BPN), is tested and presented with GA. The combined architecture of Neuro-Genetic (Hybrid Artificial Intelligence) approach is proposed and simulated results are provided along with device Utilization, Simulation time, Timing analysis and power analysis by using very high speed integrated circuits Hardware Description Language (HDL).

【 授权许可】

Unknown