AI is disruptive and transformative to many status quos. Its manifestation can be increasingly seen in many business transactions and various aspects of our lives. While machine learning (ML) and deep learning (DL) have acted as its catalysts on the software side, GPU and now ML/DL accelerators are spawning across the hardware… Read More
AI is revolutionizing and transforming virtually every industry in the digital world. Advances in computing power and deep learning have enabled AI to reach a tipping point toward major disruption and rapid advancement. However, these applications require much higher performance and bandwidth requiring new kinds of IP and… Read More
The progression from CPU to GPU, FPGA and then ASIC affords an increase in throughput and performance, but comes at the price of decreasing flexibility and generality. Like most new areas of endeavor in computing, artificial intelligence (AI) began with implementations based on CPU’s and software. And, as have so many other applications,… Read More
Machine learning is transforming how information processing works and what it can accomplish. The push to design hardware and networks to support machine learning applications is affecting every aspect of the semiconductor industry. In a video recently published by Synopsys, Navraj Nandra, Sr. Director of Marketing, takes… Read More
The traditional ways of boosting computing throughput are either to increase operating frequency or to use multiprocessing. The industry has done a good job of applying these techniques to maintain a steady increase in performance. However, there is a discontinuity in the needs for processing power. Artificial Intelligence… Read More
In a videoconference hosted by Indian startup media publication Inc42, I gave entrepreneurs some advice that startled them. I said that instead of trying to invent new things, they should copy and steal all the ideas they can from China, Silicon Valley and the rest of the world. A billion Indians coming online through inexpensive… Read More
Technology is reaching a point where it can nearly create fake video and audio content in real-time from handheld devices like smartphones.
In the near future, you will be able to Facetime someone and have a real-time conversation with more than just bunny ears or some other cartoon overlay. Imagine appearing as a person of your … Read More
Artificial Intelligence based systems are driving a metamorphosis in computing, and consequently precipitating a large shift in SOC design. AI training is often done in the cloud and has requirements for handling huge amounts of data with forward and backward data connections. Inference usually occurs at the edge and must be… Read More
Adding color to the talks, Dr. Jeff Welser, VP and IBM Almaden Research Lab Director showed how AI and recent computing resources could be harnessed to contain data explosion. Unstructured data growth by 2020 would be in the order of 50 Zetta-bytes (with 21 zeros). One example, the Summit supercomputer developed by IBM for use at… Read More
To borrow a punch line from Duke professor Dan Ariely, artificial intelligence is like teenage sex: “Everyone talks about it, nobody really knows how to do it, everyone thinks everyone else is doing it, so everyone claims they are doing it.” Even though AI systems can now learn a game and beat champions within hours, they are hard … Read More
