Week In Review: Design, Low Power


Synopsys’ board of directors appointed Sassine Ghazi as president and chief executive officer effective on Jan. 1, 2024. Ghazi, who is currently the COO, will succeed Aart de Geus, co-founder, chair, and CEO of Synopsys, who will then become the executive chair of board of directors. IBM Research introduced  an energy-efficient mixed-signal analog AI chip for DNN inferencing and demonstra... » read more

New Method of Comparing Neural Networks (Los Alamos National Lab)


A new research paper titled "If You’ve Trained One You’ve Trained Them All: Inter-Architecture Similarity Increases With Robustness" from researchers at Los Alamos National Laboratory (LANL) and was recently presented at the Conference on Uncertainty in Artificial Intelligence. The team developed a new approach for comparing neural networks and "applied their new metric of network simila... » read more

Technical Paper Roundup: Aug. 30


New technical papers added to Semiconductor Engineering’s library this week. [table id=47 /] Semiconductor Engineering is in the process of building this library of research papers. Please send suggestions (via comments section below) for what else you’d like us to incorporate. If you have research papers you are trying to promote, we will review them to see if they are a good fit for... » read more

Training a Quantum Neural Network Requires Only A Small Amount of Data


A new research paper titled "Generalization in quantum machine learning from few training data" was published by researchers at Technical University of Munich, Munich Center for Quantum Science and Technology (MCQST), Caltech, and Los Alamos National Lab. “Many people believe that quantum machine learning will require a lot of data. We have rigorously shown that for many relevant problems,... » read more

Technical Paper Round-Up: April 5


Neuromorphic chips, transistor defect detection, quantum, pellicles, BEV mobile charging, copper wire bonding, LrWPAN, batteries and superconductivity top the past week's technical papers. They also point to a rising level of government investment, and collaborations between schools that historically haven't worked closely together, including one that involves schools on different continents. ... » read more

Absence of Barren Plateaus in Quantum Convolutional Neural Networks


Abstract:  Quantum neural networks (QNNs) have generated excitement around the possibility of efficiently analyzing quantum data. But this excitement has been tempered by the existence of exponentially vanishing gradients, known as barren plateau landscapes, for many QNN architectures. Recently, quantum convolutional neural networks (QCNNs) have been proposed, involving a sequence of convol... » read more

Quantum Random Numbers Future-Proof Encryption


It may be a decade or more before quantum computers become common enough that we'll find out whether "post-quantum cryptography" will stand up to genuine quantum computers. In the meantime, some quantum researchers are peeling off specific functions and turning them into products or companies so that it's possible to take advantage of the potential of quantum computers without actually havin... » read more

System Bits: April 4


Nanodevices for extreme environments in space, on earth Researchers at the Stanford Extreme Environment Microsystems Laboratory (XLab) are on a mission to conquer conditions such as those found on Venus: a hot surface pelted with sulfuric acid rains, 480 degrees C, an atmosphere that would fry today’s electronics. By developing heat-, corrosion- and radiation-resistant electronics, the team ... » read more

Manufacturing Bits: March 7


Materials database Electronic materials and nanocrystals are used in a variety of applications. To integrate materials and crystals in devices, researchers must search in multiple places to discover new technologies and their various properties. On top of that, researchers may require long hours in the lab, and large computational resources, to enable new materials. Seeking to help res... » read more

System Bits: July 14


Missing magnetism of plutonium found In a discovery by two national labs that could hold great promise for materials, energy and computing applications, plutonium’s magnetism has been confirmed, which scientists have long theorized but have never been able to experimentally observe. According to Oak Ridge National Lab and Los Alamos National Lab, plutonium was first produced in 1940. Its ... » read more