Hao Liu

Title: Innovations of Inventor Hao Liu in Deep Learning and Engineering

Introduction: Hao Liu is an accomplished inventor based in Jiangsu, China, known for his significant contributions to various fields of engineering and technology. With a total of five patents to his name, Liu's work primarily focuses on advancements in deep neural network hardware and innovative control methods for construction machinery.

Latest Patents: One of Liu's notable recent patents is the "Deep Neural Network Hardware Accelerator Based on Power Exponential Quantization." This invention features a comprehensive structure that includes an AXI-4 bus interface, multiple cache areas, and a processing element (PE) array. The design optimizes the performance of deep learning tasks by utilizing shift operations in place of traditional floating-point multiplication, thereby minimizing computational resource requirements while significantly enhancing calculation efficiency.

Another innovative patent by Liu is the "Grader and Slope Scraping Control Method and Device." This invention introduces a graded machine equipped with adjustable blades and smart sensors to detect inclination angles. This technology enables the grader to automatically adjust the blade's attitude to achieve the desired slope angle, ensuring greater accuracy in construction tasks.

Career Highlights: Throughout his career, Hao Liu has worked with prominent companies, including Jiangsu XCMG Construction Machinery Research Institute Ltd. and Makita Corporation. His experience in these reputable organizations has allowed him to further develop his expertise in engineering and technology, leading to the creation of groundbreaking patents.

Collaborations: Liu has collaborated with talented coworkers such as Bin Zhao and Zhiqiang Hou. Their teamwork and shared vision have undoubtedly contributed to the success of the innovative projects they pursued together.

Conclusion: Hao Liu's contributions to the fields of deep learning hardware and construction technology demonstrate his commitment to innovation and excellence. With five patents and a thriving career, Liu continues to inspire future generations of inventors and engineers seeking to advance technology. His work serves as a prime example of how dedicated individuals can shape the future through creativity and technical prowess.