Masher Electronics, Inc. is the industry-leading introduction to new products (NPI) distributor with the broadest selection of semiconductors and electronic components, and continues to expand its portfolio of dedicated solutions optimized for machine learning (ML) operations.
More applications seek to incorporate artificial intelligence (AI) and ML capabilities, facilitating the need for a diverse range of efficient embedded processors and microcontrollers. With dedicated AI/ML accelerators, this new generation of devices deliver tailored performance for a variety of computing layers, from low-power microcontrollers to dedicated field programmable gate arrays (FPGAs). These solutions are emerging continuously, and modern devices are important to help engineers create smarter, energy-oriented final products across industries such as IoT, healthcare, robotics, and industrial automation.
Mouser offers a variety of new ML optimization products, including:
Offering a powerful blend of AI performance and cost-effectiveness, RZ/V2N midrange embedded AI microprocessors (MPUs) are designed for compact, low-power applications. These MPUs include quad-core arm Cortex-A55 processors, Cortex-M33 for low-power operation, and DRP-AI3 0 TOPS/W AI Accelerator ML and AI tasks being handled. Dual 4-lane MIPI-CSI2 camera input with optional ISP and hardware-accelerated H.264/265 codecs enables advanced video processing. It also features high-speed LPDDR4/4X memory, dual GB Ethernet, and PCIE Gen3 connection. The RZ/V2N series' efficient design is ideal for applications such as AI cameras, driver surveillance systems, robot vacuum cleaners, and parking monitors.
Designed to deliver the next level of performance in cost-optimized applications, the Agilex 3 FPGA and SOC FPGA series leverage advanced Hyperflex Gen 2-core fabric technology to improve 1.9× over the previous Cyclone V family. These devices feature high-speed transceiver, LPDDR4 memory support, and Intel's compact variable pitch BGA package. Equipped with a dual-arm cortical A55 processor and hardening peripherals, it offers powerful embedded processing capabilities alongside AI tensor blocks embedded in FPGA fabric for dedicated AI and ML acceleration. Applications range from smart factories and IoT to healthcare, advanced home appliances (AR/VR, drones, etc.), and smart city infrastructure.
Targeting low-power, high-performance embedded IoT applications, Silicon Lab's EFM32PG26 microcontroller uses an 80MHz ARM Cortex-M33 processor and dedicated hardware AI/ML accelerators to provide fast guesses for smart homes, industrial, urban, urban and general equipment. The device offers software compatibility with the EFR32 wireless SOC platform and is available in 8mm x 8mm QFN68 and BGA136 packages with up to 2MB of flash memory and 256kb of RAM. Additional security features include LCD controllers, Secure Vault technology, hardware encryption acceleration, and ARM TrustZone support, making them suitable for protecting connected applications in a variety of environments.
From ROHM Semiconductor, the ML63Q2537 and ML63Q2557 microcontrollers feature a 32-bit arm cortex-M0+ CPU in conjunction with an Axlcore-ODL AI accelerator. The MCU offers a set of integrated features with can FD controller, 3-phase motor control PWM, dual A/D converter, analog comparator, I2C, SPI, and UART communication interfaces, supporting operating voltages from 2.3V to 5.5V, temperature range of -40°C to 105°C. The ML63Q2537 offers 256kb ROM in a 48-pin package, while the ML63Q2557 offers the same ROM capacity in a 64-pin package. Each MCU is suitable for bringing intelligent features to smart home appliances, home appliances, office devices and measurements.
In the second quarter of 2025, Mouser is ready to ship over 15,000 new parts. To see newer and innovative products, visit https://info.mouser.com/new_products/.
