MIPI D-PHY IP brings images on-chip for AI inference

MIPI D-PHY IP brings images on-chip for AI inference
by Don Dingee on 03-13-2023 at 10:00 am

Perceive Ergo 2 brings images on-chip for AI inference with Mixel MIPI D-PHY IP

Edge AI inference is getting more and more attention as demand grows for AI processing across an increasing number of diverse applications, including those requiring low-power chips in a wide range of consumer and enterprise-class devices. Much of the focus has been on optimizing the neural network processing engine for these… Read More


Deep thinking on compute-in-memory in AI inference

Deep thinking on compute-in-memory in AI inference
by Don Dingee on 03-09-2023 at 6:00 am

Compute-in-memory for AI inference uses an analog matrix to instantaneously multiply an incoming data word

Neural network models are advancing rapidly and becoming more complex. Application developers using these new models need faster AI inference but typically can’t afford more power, space, or cooling. Researchers have put forth various strategies in efforts to wring out more performance from AI inference architectures,… Read More


Area-optimized AI inference for cost-sensitive applications

Area-optimized AI inference for cost-sensitive applications
by Don Dingee on 02-15-2023 at 6:00 am

Expedera uses packet-centric scalability to move up and down in AI inference performance while maintaining efficiency

Often, AI inference brings to mind more complex applications hungry for more processing power. At the other end of the spectrum, applications like home appliances and doorbell cameras can offer limited AI-enabled features but must be narrowly scoped to keep costs to a minimum. New area-optimized AI inference technology from… Read More


Big plans for state-of-the-art RF and microwave EDA

Big plans for state-of-the-art RF and microwave EDA
by Don Dingee on 02-13-2023 at 6:00 am

RF front-end components are driving demand for state-of-the-art RF and microwave EDA

RF and microwave design is no longer confined to a few defense and aerospace EEs huddled in dark cubicles working with spreadsheets and primitive circuit simulators. Now, areas like 5G and automotive demand complex RF systems. Advanced RF and microwave EDA tools are taking on electromagnetic (EM), thermal, and power simulation,… Read More


MIPI bridging DSI-2 and CSI-2 Interfaces with an FPGA

MIPI bridging DSI-2 and CSI-2 Interfaces with an FPGA
by Don Dingee on 12-19-2022 at 6:00 am

MIPI specification chart, courtesy MIPI Alliance

We’re so spoiled by 4K and 8K and frame rates of 120 Hz or higher video content on high-performance devices that now, many of us expect these higher resolutions and rates on even small devices. The necessary interfaces exist in MIPI Display Serial Interface 2 (DSI-2) and Camera Serial Interface 2 (CSI-2). The challenge is these interfaces… Read More


eFPGAs handling crypto-agility for SoCs with PQC

eFPGAs handling crypto-agility for SoCs with PQC
by Don Dingee on 12-13-2022 at 6:00 am

Improving crypto-agility using hybrid PQC with ECC

With NIST performing its down-select to four post-quantum cryptography (PQC) algorithms for standardization in July 2022, some uncertainty remains. Starting an SoC with fixed PQC IP right now may be nerve-wracking, with possible PQC algorithm changes before standardization and another round of competition for even more … Read More


WEBINAR: FPGAs for Real-Time Machine Learning Inference

WEBINAR: FPGAs for Real-Time Machine Learning Inference
by Don Dingee on 11-30-2022 at 6:00 am

An server plus an accelerator with FPGAs for real-time machine learning inference reduces costs and energy consumption up to 90 percent

With AI applications proliferating, many designers are looking for ways to reduce server footprints in data centers – and turning to FPGA-based accelerator cards for the job. In a 20-minute session, Salvador Alvarez, Sr. Manager of Product Planning at Achronix, provides insight on the potential of FPGAs for real-time machine… Read More


Selecting a flash controller for storage reliability

Selecting a flash controller for storage reliability
by Don Dingee on 11-14-2022 at 10:00 am

2.5 SSD with Hyperstone X1

Flash memory cards and solid-state drives (SSDs) provide high-performance storage in many devices and systems today. While the flash chips inside cards and SSDs provide raw capacity and performance, they must be combined with an intelligent flash controller to achieve the reliability system designers and consumers need. … Read More


Higher-order QAM and smarter workflows in VSA 2023

Higher-order QAM and smarter workflows in VSA 2023
by Don Dingee on 10-25-2022 at 10:00 am

Higher-order QAM and smarter workflows in a 5G NR example from the Keysight 89600 VSA

3GPP Release 17 and 802.11be (Wi-Fi 7) extend modulation complexity, raising the bar for conformance testing and test instrumentation to new levels. The latest release of Keysight PathWave 89600 Vector Signal Analysis 2023 (VSA 2023) software takes on higher-order QAM and smarter workflows, many customer-requested, for … Read More