Detect, Diagnose, And Debug Using Sensors And Functional Monitoring


By Hari Mani, Henrique Mendes, and Robert Wilcox Modern AI workloads drive an extremely "spiky" power profile where current demands surge to hundreds of Amps within nanoseconds, clashing with the tighter operating ranges of advanced process nodes as they push below 0.8V. This creates a physical bottleneck: the on-die power delivery network (PDN) cannot sustain the instantaneous curren... » read more

Research Bits: Mar. 24


Dual-modulated transistor Researchers from Daegu Gyeongbuk Institute of Science and Technology (DGIST) and University of Cambridge designed dual-modulated vertically stacked transistors in which two gates, positioned above and below in a sandwich-like structure, control the channel through different mechanisms. The lower electrode contains microscopic openings to allow electric signals to p... » read more

Analysis of the Evolving Landscape of Ultra-low-power Edge AI Processors (U. of Austria, ETH Zurich)


A new technical paper, "Performance Analysis of Edge and In-Sensor AI Processors: A Comparative Review," was published by University of Austria and ETH Zurich. Abstract "This review examines the rapidly evolving landscape of ultra-low-power edge processors, covering heterogeneous Systems-on-Chips (SoCs), neural accelerators, near-sensor and in-sensor architectures, and emerging dataflow a... » read more

Encapsulating Wearable Sensors Using A Pre-Mixed Two-Part Epoxy


By Anthony Buzzerio, Venkat Nandivada, and Rohit Ramnath The growing field of wearable medical technology relies heavily on miniaturized sensors capable of providing accurate and continuous physiological data. Ensuring the long-term reliability and performance of these sensors — often subjected to demanding conditions including physical stress, thermal fluctuations, and exposure to bodily ... » read more

Survey of DL-Based LiDAR Super-Resolution For Autonomous Driving (University College London)


University College London researchers published "A Comprehensive Survey on Deep Learning-Based LiDAR Super-Resolution for Autonomous Driving." Abstract "LiDAR sensors are often considered essential for autonomous driving, but high-resolution sensors remain expensive while affordable low-resolution sensors produce sparse point clouds that miss critical details. LiDAR super-resolution addre... » read more

Scaling Ultra-Low-Power Edge Intelligence For Smart Devices


For decades, the data collection pipeline for sensors has been the exact same—measure, transmit, and process elsewhere. While it’s been a failproof method all these years, it’s also resulted in a large amount of energy consumption, meaning your smart watch could have a longer battery life. Neuronova is aiming to change things up. The company’s goal? Empowering the next generation of ... » read more

Flexible ICs, MEMS, Metal Oxides Solve Fresh Problems


Key Takeaways: Flexible ICs are durable and form-fitting, but they add manufacturing challenges to already complex processes, while printed flex sensors lack infrastructure. MEMS are finding new popularity in massively parallel systems, on one device, or in many devices distributed across a network. Metal oxide-based sensors are more scalable than those relying on photonic crystals, ... » read more

Research Bits: Jan. 27


Analog in-memory compute Researchers from Politecnico di Milano, Peking University, and Hewlett Packard Labs developed a Closed-Loop In-Memory Computing (CL-IMC) chip to reduce data movement between memory and processor. The fully integrated analog accelerator uses two 64×64 arrays of programmable SRAM cells along with integrated components including operational amplifiers and analog-to-di... » read more

High-Throughput Image Sensors: Smart Testing Powers Progress


In the race to produce higher resolution image sensors—now pushing beyond 500 megapixels—the industry faces significant challenges. These sensors aren’t just capturing more pixels; they’re handling massive streams of data, validating intricate on-chip AI functions, and doing it all at breakneck speeds. For manufacturers, the challenge is as unforgiving as it is critical: test more compl... » read more

Environmental Sensors Catch More Data For A Greener World


Sensors to detect temperature, pressure, and gases, such as CO2, have been around for centuries. However, the latest devices can measure a growing list of substances and process the data in real-time. Likewise, single-use sensors to measure pH levels in water are well established, but the latest water sensors can be deployed all along the pipeline from source to processing to outlet or tap, sav... » read more

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