tag: IEEE

MEMprop: Gradient-based Learning To Train Fully Memristive SNNs
By Technical Paper Link - 04 Jul, 2022 - Comments: 0

New technical paper titled "Gradient-based Neuromorphic Learning on Dynamical RRAM Arrays" from IEEE researchers. Abstract "We present MEMprop, the adoption of gradient-based learning to train fully memristive spiking neural networks (MSNNs). Our approach harnesses intrinsic device dynamics to trigger naturally arising voltage spikes. These spikes emitted by memristive dynamics are anal... » read more

Quantum Computers And CMOS Semiconductors: A Review And Future Predictions
By Michael Hargrove - 16 Jun, 2022 - Comments: 0

With the advent of quantum computing, the need for peripheral fault-tolerant logic control circuitry has reached new heights. In classical computation, the unit of information is a “1” or “0”. In quantum computers, the unit of information is a qubit which can be characterized as a “0”, “1”, or a superposition of both values (known as a “superimposed state”). The control c... » read more

Can Analog Make A Comeback?
By Brian Bailey - 09 Jun, 2022 - Comments: 3

We live in an analog world dominated by digital processing, but that could change. Domain specificity, and the desire for greater levels of optimization, may provide analog compute with some significant advantages — and the possibility of a comeback. For the last four decades, the advantages of digital scaling and flexibility have pushed the dividing line between analog and digital closer ... » read more

New Challenges For Connected Vehicles
By John Koon - 11 Apr, 2022 - Comments: 0

Connected vehicles are all about convenience and safety. Modern vehicles are connected to the Internet via wireless networks, consumer apps, and infotainment systems, and there is work underway to connect them over 5G to guided driving. But there also are challenges to making all of this work securely, safely, and as expected throughout the expected lifetimes of chips and systems. The goal i... » read more

Auto Chipmakers Dig Down To 10ppb
By Anne Meixner - 08 Mar, 2022 - Comments: 0

How do engineers deliver 10 defective parts per billion (Dppb) to auto makers if they only screen 1 million parts per year? Answer: By comprehending failure mechanisms and proactively screening for them. Modern automobiles contain nearly 1,000 ICs that must perform over the vehicle’s life (15 years). This drives quality expectations ever higher. While 10 Dppm used to be a solid benchmark, ... » read more

Power Grids Under Attack
By John Koon - 03 Feb, 2022 - Comments: 0

Cyberattacks are becoming as troublesome to the electrical power grid as natural disasters, and the problem is growing worse as these grids become more connected and smarter. Unlike in the past, when a power outage affected just the electricity supplied to homes and businesses, power grids are becoming core elements of smart cities, infrastructure, and safety-related services. Without power,... » read more

Manufacturing Bits: Dec. 14
By Mark LaPedus - 14 Dec, 2021 - Comments: 0

3D-SOCs At this week’s IEEE International Electron Devices Meeting (IEDM), a plethora of companies, R&D organizations and universities presented papers on the latest and greatest technologies. One of the themes at IEDM is advanced packaging, a technology enables an IC vendor to boost the performance of a chip. Advanced forms of packaging also enables new 3D-like chip architectures. Fo... » read more

Zonal Architectures Play Key Role In Vehicle Security
By Ann Mutschler - 17 Nov, 2021 - Comments: 1

The automotive ecosystem is starting to shift toward zonal architectures, making vehicle functionality less dependent on the underlying hardware and allowing more flexibility in what gets processed where. The impact of that shift is both broad and significant. For carmakers, it could lead to hardware consolidation and more options for failovers in case something goes wrong with any system in... » read more

Manufacturing Bits: Oct. 26
By Mark LaPedus - 26 Oct, 2021 - Comments: 0

GaN finFETs, scaling GaN At the upcoming IEEE International Electron Devices Meeting (IEDM) in San Francisco, a slew of entities will present papers on the latest technologies in R&D. The event, to be held Dec. 11–15, involve papers on advanced packaging, CMOS image sensors, interconnects, transistors, power devices and other technologies. At IEDM, Intel will present a paper on a GaN-... » read more

Manufacturing Bits: July 13
By Mark LaPedus - 13 Jul, 2021 - Comments: 0

Heterogenous III-V packaging At the recent 2021 IEEE 71st Electronic Components and Technology Conference (ECTC), a group presented a paper on the development of a wafer-level fan-out package using heterogenous III-V devices. This paper deals with the packaging of two III-V chips for use in RF transceiver applications in base stations. III-V Lab, CEA-Leti, Thales and United Monolithic Semic... » read more

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