Research Publications
Academic research and publications in computer architecture, machine learning, and digital design
Research Areas
Computer Architecture
RISC-V processor design, pipeline optimization, and low-power computing architectures.
Machine Learning
Deep learning for computer vision, satellite image analysis, and neural network optimization.
Digital Signal Processing
FPGA-based real-time signal processing, audio applications, and DSP algorithm implementation.
Publications
Spiking Neural Network Architecture for Environmental Sound Recognition
This paper presents a biologically inspired Spiking Neural Network (SNN) architecture tailored for environmental sound classification. Leveraging event-based keypoint encoding and energy-efficient spiking computation, the proposed method achieves competitive performance on the UrbanSound8K dataset. The model demonstrates strong potential for deployment in low-power and neuromorphic hardware systems.
Research Collaboration
I'm always interested in research collaborations and academic partnerships. If you're working on related topics, let's connect!