As artificial intelligence continues to dominate global conversations, it is rapidly evolving alongside societal progress. According to recent reports, approximately 90% of companies in the market have already started exploring areas such as software development, algorithms, facial recognition, and speech recognition. However, some experts argue that while these technologies are essential, they rely heavily on hardware support. Among them, chips play a crucial role. When combined with AI, they can unlock immense potential for future growth.
Recently, the release of the iPhone X, featuring advanced facial recognition technology, captured widespread attention. In addition to its deep sensor-based facial recognition system, the iPhone X also includes a dual-core A11 neural engine chip. Over the past few years, tech giants like Apple, Microsoft, Qualcomm, and IBM have been actively investing in AI chip development, highlighting the growing importance of hardware in advancing AI capabilities.
**Six Years of Innovation: Deep Focus on AI Chip Development**
With AI becoming a major trend, more players are entering the market, creating a surge of enthusiasm. It’s reported that 90% of enterprises are focusing on software, algorithms, or biometric technologies. Dr. Yu Dejun, CEO of Chengdu Shensi Chuangxin Technology Co., Ltd., believes that while applications like algorithms and facial recognition are important, they ultimately depend on hardware support. Traditional chips, however, face limitations in speed, power consumption, and size when applied to AI.
Many AI companies today remain stuck in software innovation without making significant breakthroughs. In contrast, neural network chips—designed specifically for AI—offer greater potential. These chips, which combine AI with hardware, are expected to drive the next wave of technological advancement.
The vision of Shensi Chuangxin is not just a dream. As one of the few global companies capable of developing AI-specific chips, their core R&D team has focused on designing and building neural network chips from the ground up. Comprising 40% PhDs and 60% master's degree holders, the team has made significant strides in applying core AI technologies to hardware.
Dr. Yu Dejun, who holds a doctorate in large-scale integrated circuits and systems from the University of Electronic Science and Technology, brings over a decade of experience in IC product development and management. His leadership is supported by Professor Liu Yang, an expert in microelectronics from Nanyang Technological University, Singapore. Professor Liu is a scholar of the Singapore Millennium Foundation and a professor at the University of Electronic Science and Technology.
After six years of dedicated research, the team has developed a compact AI neural network chip, measuring just 9 square millimeters. With multiple cores embedded, each capable of processing three layers of neural networks, the chip supports deep recurrent neural networks and offers fast performance, low power consumption, and a small footprint—providing strong hardware support for AI applications.
**"Advanced Edition" AI: Mimicking the Human Brain**
During an interview, Dr. Yu explained how their AI chips could revolutionize human-machine interactions. "These chips will be embedded in smartphones, home appliances, and more. An AI-powered phone could even challenge Go masters without needing a computer at home," he said.
With the successful development of the first generation of chips, cutting-edge theories and topologies have been validated. The chip features fully connected neurons and synapses, delivering over 5 billion operations per second at 200MHz. "Our technology is already evolving, and I believe the performance of our brain-like chips will improve by 100 times in the near future," Yu added.
Once implanted into various devices, this advanced AI can significantly enhance machine learning, pushing AI to new heights. This innovation has the potential to bring transformative changes to the field.
**Wide Application Scenarios: Enhancing Chip Learning and Training**
This multifunctional chip can be applied across numerous scenarios, including intelligent classification, nonlinear function approximation, financial forecasting, and smart homes. As a platform chip, it is designed for versatility and has already attracted partnerships with companies specializing in cloud recognition, facial recognition, intelligent control, and robotics.
"We aim to go beyond selling hardware. We want to collaborate with third-party companies to create value in different application scenarios," Yu emphasized.
Currently, the company has partnered with security firms to develop systems that automatically detect dangerous items like guns and explosives in luggage. Once detected, the system alerts operators, improving efficiency and reducing labor costs.
Looking ahead, the team plans to expand into finance, industry, and home appliances. Yu revealed that AI chips come in many forms, and with the success of the first generation, the company will quickly iterate and launch specialized chips for different markets.
The chip will continue to learn and optimize based on user data, adapting to individual habits over time. "Eventually, the cold chip will become 'smart' and even predict the unknown—this is the true value of our AI neural network chip," Yu said.
While big players like IBM and Google are investing heavily in AI, Professor Liu remains confident. He believes the company is focusing on niche markets where there is still significant room for growth.
Additionally, the "R&D and Industrialization of Artificial Intelligence Neural Network Chips" project by Shensi Chuangxin has been recognized as a key initiative in Chengdu High-tech Zone. It has received support from both the National Natural Science Foundation of China and the Sichuan Provincial Department of Science and Technology. The company has also filed over 20 invention patents and several utility model patents, securing intellectual property rights for its innovative designs.
With funding from the Tsinghua Enlightenment Fund and the Electronic Science and Technology University Alumni Fund, Shensi Chuangxin is well-positioned to accelerate its growth in the AI chip industry. Hunting Cloud will continue to follow the company’s progress closely.
4G Outdoor CPE
Can you boost your WiFi signal with outdoor 4G CPE?
When you travel or go to some remote areas, you may be annoyed by poor reception. Is there any way to get a strong WiFi router signal outdoors in a 4G LTE network? Very good, outdoor 4G CPE router would be a good choice!
What is an outdoor 4G CPE router?
An outdoor 4G CPE router differs from a Wifi-only router in that it needs to be connected to a fiber optic network. The 4G CPE WiFi router can pick up the carrier's 4G LTE network signal and convert it into broadband and Wi-Fi. Just plug in your SIM card with your data plan and enjoy a stable and reliable WiFi signal with family and friends. This Outdoor CPE can be used in harsh environments. If you install your router outside or near a window in an area with a weak 4G signal, your device can receive a better 4G signal.
Second, what are the characteristics of outdoor 4G CPE router?
1. Better network for ODU and IDU
4G CPE outdoor routers include an outdoor unit (ODU) and an indoor unit (IDU). Help your device receive the best outdoor cellular signal through the ODU, and connect to the indoor WiFi router through the network cable to experience better network speed. As shown in the figure below, an outdoor LTE CPE (ODU) is installed outdoors and connected to an indoor Wi-Fi router (IDU) via a network cable. The entire 4G device is powered by POE. This data will be transmitted over the same Ethernet cable, eliminating the need to connect the ODU to a power outlet.
2. High-speed multi-user available
The outdoor 4G CPE features a built-in 4G LTE modem and a 5dBi high-gain antenna. LTE CAT4, download speeds up to 150Mbps, WiFi speeds up to 300Mbps, can connect 32 users at the same time. The high-gain antenna of the outdoor 4G CPE router enables it to have higher power and stronger signal transmission and reception capabilities than mobile phones. Therefore, the CPE router can receive the signal. If your phone can't receive a signal in some areas. Sometimes you also use your phone as a hotspot to share Internet access with your friends, right? Similarly, this 4G LTE CPE router allows 32 users to connect to WiFi at the same time, allowing more users to connect and receive a better signal than a phone sharing hotspot. In addition, the IDU has four Lan ports and can be connected to the device through network cables, which is also a backup mode of the Internet.
3. Excellent outdoor performance and design
On the one hand, outdoor LTE CPE is waterproof, UV resistant and corrosion resistant. It can be used at -20℃~60℃ operating temperature. Therefore, it is ideal for outdoor deployment. On the other hand, there are a variety of installation methods. CPE can be mounted on Windows or walls by mounting brackets. It is also possible to attach it to the antenna mast. In addition, the signal strength is displayed through the LED indicator to facilitate users to find the best location to get a better 4G signal.
4. Support different frequency bands
Outdoor 4G CPE supports a variety of frequency bands, including LTE-FDD, LTE-TDD, 3G WCDMA, and 2G GSM network bands. Meet the needs of different frequency bands in different regions and make full use of network resources.
5. Convenient management of CPE
Start the Web browser to log in to the Web management page. You can configure and manage the CPE easily. The web management system supports Linux. Provides functions such as WebUI management, Telnet, SSH terminal system status monitoring, NTP client, synchronization between devices and the system clock network, and configuration file import and export.
6. Applicable to various application scenarios
CPE is designed to provide ISP or operator with 4G LTE outdoor wifi router to facilitate network connection, whether at home, or in enterprises and remote areas, to bring users a wonderful network experience.
All in all, an outdoor 4G CPE router is an excellent choice for connecting to the Internet in remote areas and places where the signal is weak, the wired network is unreliable, or there is a lack of reliable WiFi. It's worth deploying outdoor CPE in rural, coastal, boat, caravan, campsite and remote areas to enjoy the best network speeds and outdoor activities! It can even reduce complex cabling deployments for home networks without the need to install a wired fiber network.
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