AI Chip Architectures Race To The Edge


As machine-learning apps start showing up in endpoint devices and along the network edge of the IoT, the accelerators that make AI possible may look more like FPGA and SoC modules than current data-center-bound chips from Intel or Nvidia. Artificial intelligence and machine learning need powerful chips for computing answers (inference) from large data sets (training). Most AI chips—both tr... » read more

Week In Review: Manufacturing, Test


R&D Imec and CEA-Leti have signed a memorandum of understanding under which the two R&D organizations will form a strategic partnership in the domains of artificial intelligence and quantum computing. Europe hopes to accelerate its effort in both AI and quantum computing. Market research TrendForce announced the ranking of top 10 fabless IC design houses worldwide based on their revenues f... » read more

Week in Review: IoT, Security, Auto


Internet of Things Gartner identified what it says are the top 10 strategic Internet of Things technologies and trends. Number one, no surprise, is artificial intelligence. Nick Jones, research vice president at Gartner, said in a statement, “AI will be applied to a wide range of IoT information, including video, still images, speech, network traffic activity, and sensor data.” Other top t... » read more

Blog Review: Nov. 14


Mentor's Jin Hou and Joe Hupcey III explain two fundamental characteristics of formal analysis that simplify things for the formal algorithm and provide better wall clock run time and memory usage performance. Cadence's Paul McLellan shares highlights from five presentations all discussing what's behind AI's movement to edge devices, the vast amount of investment going into the area, and whe... » read more

Machine Learning Moves Into Fab And Mask Shop


Semiconductor Engineering sat down to discuss artificial intelligence (AI), machine learning, and chip and photomask manufacturing technologies with Aki Fujimura, chief executive of D2S; Jerry Chen, business and ecosystem development manager at Nvidia; Noriaki Nakayamada, senior technologist at NuFlare; and Mikael Wahlsten, director and product area manager at Mycronic. What follows are excerpt... » read more

Blog Review: Nov. 7


Arm's Shidhartha Das looks into maximizing the benefits of power delivery networks and explains a non-intrusive technique using an on-chip digital storage oscilloscope that can directly sample the power-rails to probe potential runtime bugs due to power delivery weaknesses. Synopsys' Snigdha Dua argues that scrambling is one of the most important features introduced in HDMI 2.0 and takes a l... » read more

From Physics To Applications


Jack Harding, president and CEO of eSilicon, sat down with Semiconductor Engineering to talk about the shift toward AI and advanced packaging, and the growing opportunities at 7nm at a time when Moore's Law has begun slowing down. What follows are excerpts of that conversation. SE: Over the past year, the industry has changed its focus from shrinking features and consolidation to all sorts o... » read more

Machine Learning Invades IC Production


Semiconductor Engineering sat down to discuss artificial intelligence (AI), machine learning, and chip and photomask manufacturing technologies with Aki Fujimura, chief executive of D2S; Jerry Chen, business and ecosystem development manager at Nvidia; Noriaki Nakayamada, senior technologist at NuFlare; and Mikael Wahlsten, director and product area manager at Mycronic. What follows are excerpt... » read more

The Building Blocks Of Future Compute


Eric Hennenhoefer, vice president of research at Arm, sat down with Semiconductor Engineering to talk about privacy, security, high-performance computing, accelerators, and Arm’s research. What follows are excerpts of that conversation. SE: Privacy, cybersecurity, silicon photonics, quantum computing are all hot topics today. What do you find really interesting with these emerging areas? ... » read more

RISC-V: More Than a Core


The open-source RISC-V instruction set architecture (ISA) is attracting a lot of attention across the semiconductor industry, but its long-term success will depend on levels of cooperation never seen before in the semiconductor industry. The big question now is how committed the industry is to RISC-V's success. The real value that RISC-V brings is the promise of an ecosystem and the opportun... » read more

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