Accelerator Architecture For In-Memory Computation of CNN Inferences Using Racetrack Memory


A new technical paper titled "Hardware-software co-exploration with racetrack memory based in-memory computing for CNN inference in embedded systems" was published by researchers at National University of Singapore, A*STAR, Chinese Academy of Sciences, and Hong Kong University of Science and Technology. Abstract "Deep neural networks generate and process large volumes of data, posing challe... » read more

Development and Deployment of 2.5D Multi-Foundry Chiplet Solution Scaling Beyond Multi-Reticle Approaches (Intel)


A new technical paper titled "System-Level Validation Across Multiple Platforms to build a Robust 2.5D Multi Foundry Chiplet Solution" was published by researchers at Intel Corporation. Abstract "The proliferation of chiplet-based designs, driven by the escalating computational demands of AI, presents unique validation challenges when integrating heterogenous chiplets. This paper investigat... » read more

Chip Industry Week in Review


[Editor's Note: Early edition due to the U.S. July 4th holiday.] The U.S. government lifted export restrictions that barred Synopsys, Siemens EDA, and Cadence from selling EDA tools to China. In a statement, Synopsys said it received a letter from the U.S. Commerce Department immediately rescinding those restrictions. Siemens issued a similar statement. Which tools or hardware accelerated t... » read more

Framework To Analyze Threats To The Semiconductor Supply Chain (NIST, U. of Maryland)


A new technical paper titled "Analyzing Collusion Threats in the Semiconductor Supply Chain" was published by researchers at NIST and University of Maryland. Abstract "This work proposes a framework for analyzing threats related to the semiconductor supply chain. The framework introduces a metric that quantifies the severity of different threats subjected to a collusion of adversaries from ... » read more

Rethinking Scan Chains In Semiconductor Test


An explosion in design complexity, fueled by increased transistor density and fundamental shifts in chip architectures, are beginning to overwhelm traditional approaches to test. Defects can show up in the clock trees that drive scan chains, and even inside blocks of scan cells, which may number in the millions. Jayant D'Souza, technical product director for yield learning products in Siemens E... » read more

Blog Review: July 2


Synopsys’ Shankar Krishnamoorthy chats with industry experts about how the combination of AI and software-defined systems is driving a re-evaluation of engineering workflows and why chip, software, and system development must evolve in unison. Siemens’ Jake Wiltgen considers the rapidly evolving and growing challenge of performing DFT verification as designs scale, with complex hierarchi... » read more

Democratizing Design: How The CHIPS Act Is Reshaping EDA And Semiconductor Innovation


After 26 years in the electronics industry, I've witnessed countless technological shifts, but few have been as transformative — or as promising — as what we're experiencing with the CHIPS Act. I spoke at a recent 62nd DAC panel discussion alongside industry colleagues Saverio Fazzari from Booz Allen Hamilton and Vivek Prasad from a non-profit organization established to operate the Nationa... » read more

HW Security: A Hybrid Verification Method Combining Simulation And Formal Verification (RPTU, UCSD)


A new technical paper titled "FastPath: A Hybrid Approach for Efficient Hardware Security Verification" was published by researchers at RPTU Kaiserslautern-Landau and UC San Diego. "We propose FastPath, a hybrid verification methodology that combines the efficiency of simulation with the exhaustive nature of formal verification. FastPath employs a structural analysis framework to automate th... » read more

Data-Driven Approach To Power Modeling For DVFS-Enabled Heterogeneous Systems (ETH Zurich et al.)


A technical paper titled "Data-driven power modeling and monitoring via hardware performance counter tracking" was published by researchers at ETH Zürich, Scuola Superiore Sant’Anna, RISE Research Institutes of Sweden and University of Bologna. Abstract "Energy-centric design is paramount in the current embedded computing era: use cases require increasingly high performance at an afforda... » read more

Stacking Persistent Embedded Memories Based On Oxide Transistors Upon GPGPU Platforms (Georgia Tech)


A new technical paper titled "CMOS+X: Stacking Persistent Embedded Memories based on Oxide Transistors upon GPGPU Platforms" was published by Georgia Tech. Abstract "In contemporary general-purpose graphics processing units (GPGPUs), the continued increase in raw arithmetic throughput is constrained by the capabilities of the register file (single-cycle) and last-level cache (high bandwidth... » read more

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