Artificial Intelligence Concept
Artificial Intelligence Concept – Semiconductor Coating Systems – Cheersonic
Artificial intelligence is the use of machine learning and data analysis to simulate, extend and expand human consciousness and thinking processes, and endow machines with human-like capabilities. Artificial intelligence will reshape the real economy, improve social labor productivity, and bring revolutionary changes to human production and life, especially in terms of effectively reducing labor costs, optimizing products and services, and creating new markets and employment.
The development history and future development trajectory of the artificial intelligence industry can be roughly divided into “three waves” stages: the first stage, the breakthrough of artificial intelligence single-point technology represented by computer vision, speech recognition, etc., gave birth to artificial intelligence in specific Preliminary application of scenarios; in the second stage, artificial intelligence has experienced a focus on single-point technology, and customers gradually find it difficult to respond quickly to their complex needs, and turn to seeking comprehensive artificial intelligence solutions to achieve AI for the entire business chain. Empowering to form a closed loop of industry value; in the third stage, with the deep integration of artificial intelligence and the real industry, it is expected that the revolutionary improvement of user experience will be the main driving factor, and artificial intelligence will try to embed all businesses with intelligent interaction between humans and machines process, connect online and offline data, redistribute intelligent traffic, and greatly optimize the collaborative experience between humans and intelligence.
The three core elements of artificial intelligence—algorithms, computing power, and data
Algorithms, computing power and data are the three core elements of artificial intelligence. AI algorithms continue to make breakthroughs and innovations, and the complexity of models has increased exponentially. The continuous breakthroughs and innovations of algorithms have also continued to improve the accuracy and efficiency of algorithm models. Various acceleration schemes have developed rapidly, and have been applied in various subdivisions. The continuous enrichment of the model also gradually improves the adaptability of the scene.
The improvement of chip processing power, the reduction of hardware prices, and the optimization of neural network models have driven a substantial increase in computing power. At present, the amount of computing required for the same algorithm level is halved every 8 months, and the cost is reduced to less than 1%, “the Moore’s Law effect is obvious. At present, the global AI computing power is mainly based on GPU chips. With the continuous iteration of technology, computing unit categories including ASIC and FPGA are expected to become the underlying technology supporting the development of AI technology and accelerate the improvement of computing power.
The explosive growth of data volume is crucial to the continuous iteration of AI algorithms and systems. The richness of model training data and the cleanliness of cleaning determine the pros and cons of AI algorithms to a certain extent. The continuous improvement of big data technology has also reduced the cost of obtaining the labeled data that AI relies on to learn, and at the same time, the processing speed of data has been greatly improved.
The ultrasonic coating system can use advanced layering technology to precisely control the flow rate, coating speed and deposition amount. Low-speed spray forming defines an atomizing spray as a precise, controllable pattern, avoiding excessive spraying when producing very thin and uniform layers. It turns out that direct spraying using ultrasonic technology is a reliable and effective way to deposit photoresist on 3D microstructures, thereby reducing equipment failures caused by excessive metal exposure to etchant.
Ultrasonic spray systems have proven to be suitable for a variety of applications that require uniform, repeatable photoresist or polyimide film coatings. Cheersonic’s coating system can control thicknesses from sub-micron to more than 100 microns, and can coat any shape or size. It is a feasible alternative to other coating technologies such as spin coating and traditional spray coating.
Cheersonic’s non-blocking ultrasonic coating technology is known for its ultra-thin micron-layer coatings of functional and protective materials. The ultrasonic vibration of the nozzle effectively dispersed the particles in the suspension and produced a very uniform particle dispersion in the film layer, while the conductive particles did not settle out of the suspension.