Survey: HW SW Co-Design Approaches Tailored to LLMs


A new technical paper titled "A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models" was published by researchers at Duke University and Johns Hopkins University. Abstract "The rapid development of large language models (LLMs) has significantly transformed the field of artificial intelligence, demonstrating remarkable capabilities in natural language proce... » read more

Research Bits: Sept. 17


DNA data storage plus compute Researchers from North Carolina State University and Johns Hopkins University created a DNA-based device that can perform both data storage and computing functions. “Specifically, we have created polymer structures that we call dendricolloids – they start at the microscale, but branch off from each other in a hierarchical way to create a network of nanoscal... » read more

Fundamental Issues In Computer Vision Still Unresolved


Given computer vision’s place as the cornerstone of an increasing number of applications from ADAS to medical diagnosis and robotics, it is critical that its weak points be mitigated, such as the ability to identify corner cases or if algorithms are trained on shallow datasets. While well-known bloopers are often the result of human decisions, there are also fundamental technical issues that ... » read more

Chip Industry Week In Review


By Adam Kovac, Gregory Haley, and Liz Allan. Cadence plans to acquire BETA CAE Systems for $1.24 billion, the latest volley in a race to sell multi-physics simulation and analysis across a broad set of customers with deep pockets. Cadence said the deal opens the door to structural analysis for the automotive, aerospace, industrial, and health care sectors. Under the terms of the agreement, 6... » read more

Research Bits: Dec. 20


Patch tracks blood in deep tissue A skin-worn photoacoustic patch developed by a research team at the University of California San Diego is equipped with arrays of laser diodes and piezoelectric transducers to detect biomolecules in deep tissues, which usually would require a magnetic resonance imaging (MRI) and X-ray-computed tomography. The patch may help doctors tract hemoglobin in real tim... » read more

Technical Paper Roundup: Sept 27


New technical papers added to Semiconductor Engineering’s library this week. [table id=53 /] 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 f... » read more

Hardware Implementation Of A Random Gumber Generator On A FPGA


A new research paper titled "FPGA Random Number Generator" was published by a researcher at Johns Hopkins University. According to the paper's abstract: "This paper offers a proof-of-concept for creating a verilog-based hardware design that utilizes random measurement and scrambling algorithms to generate 32-bit random synchronously with a single clock cycle on a field-programmable-gate-arr... » read more

It’s Eternal Spring For AI


The field of Artificial Intelligence (AI) has had many ups and downs largely due to unrealistic expectations created by everyone involved including researchers, sponsors, developers, and even consumers. The “reemergence” of AI has lot to do with recent developments in supporting technologies and fields such as sensors, computing at macro and micro scales, communication networks and progre... » read more

COVID-19 Tech Bits


Tech companies, consortiums and universities are jumping in to help fight COVID-19, deploying everything from massive computing capabilities to developing new technologies that can protect medical workers and first responders. Nearly all of these have ramped up over the past several weeks, as the tech world begins to take on a global challenge to combat the deadly virus. Compute resources... » read more

Thomas Dolby’s Very Different View Of Progress


Thomas Dolby’s hit songs “She Blinded Me with Science” and “Hyperactive!” catapulted him to international fame in the early '80s as a pioneer of New Wave and Electronica by combining a love for invention with a passion for music. The result defined an era of revolutionary music. As record company politics began to overshadow the joy of performing, Dolby turned his attention to Holl... » read more

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