Sensors are becoming ubiquitous as their price and availability continue to improve. However, sensor data is not that simple and is prone to noise and other interference. The complexities of sensor data have led to sensor fusion that aims to perform better than a single sensor by improving the signal-to-noise ratio, decreasing uncertainty and ambiguity, […]
Machine Learning
Smart cameras feature AI inferencing
The Qualcomm QCS7230 solution expands the Qualcomm Vision Intelligence Platform portfolio, driving the digital transformation of enterprise security and public safety segments, designed to help safeguard environments with smart devices at the connected intelligent edge. The new solution delivers superior AI inferencing at the edge, improving security and operation effectiveness with real-time edge compute, artificial […]
Ultra-low profile dc-dc converters power 12-A loads
TDK Corporation announces the availability of the FS1412 microPOL (μPOL) power module. At 5.8. mm, x 4.9 mm x 1.6 mm, the FS1412 is part of a new series of µPOL DC-DC converters with increased performance, smallest available size, ease of use, and simplified integration for applications such as big data, machine learning, artificial intelligence […]
Machine learning ICs operate in analog domain
launched the first member of its analogML family, the AML100, which is the industry’s first and only tiny machine learning (ML) solution operating completely within the analog domain. As such, the AML100 reduces always-on system power by 95%, allowing manufacturers to dramatically extend the battery life of today’s devices or migrate walled powered always-on devices to the […]
AI/ML software runs on PSoC TM 6 MCUs
SensiML Corporation announced that it has teamed with Infineon Technologies to deliver a complete AI/Machine Learning (ML) solution for the Infineon PSoCTM 6 family of microcontrollers (MCUs) and the wide range of sensors they support. The collaboration combines SensiML’s Analytics Toolkit AI development software with the Infineon ModusToolboxTM and ultra-low power dual-core PSoC 6 MCUs, […]
2.4 GHz wireless SoCs and software platform bring AI/ML applications to battery-powered edge devices
Silicon Labs announced the BG24 and MG24 families of 2.4 GHz wireless SoCs for Bluetooth and Multiple-protocol operations, respectively, and a new software toolkit. This new co-optimized hardware and software platform will help bring AI/ML applications and wireless high performance to battery-powered edge devices. Matter-ready, the ultra-low-power BG24, and MG24 families support multiple wireless protocols and incorporate PSA Level […]
PCIe 6.0 controller for advanced AI/ML, storage, and networking
Rambus has announced the availability of its PCI Express (PCIe) 6.0 Controller. The PCIe specification is the interconnect of choice across a broad landscape of data-intensive markets including data center, AI/ML, HPC, automotive, IoT, defense and aerospace. Optimized for power, area and latency, the Rambus PCIe 6.0 controller delivers data rates up to 64 Gigatransfers per […]
Wireless SoCs feature integrated AI/ML acceleration, low power consumption
The xG24 family of 2.4 GHz wireless SoCs and a new software toolkit help bring AI/ML applications and wireless high performance to battery-powered edge devices. Matter-ready, the ultra-low-power xG24 family supports multiple wireless protocols and provides PSA Certification Level 3-security , ideal for diverse smart home, medical and industrial applications. The SoC and software solution […]
Deep learning training library augments computer vision model development
SuperGradients is an “all-in-one” deep learning training library for computer vision models. SuperGradients enables developers to train PyTorch-based models for the most common computer vision tasks, including object detection, image classification and semantic segmentation with just one training script. In addition, users can easily load and fine-tune pre-trained state-of-the-art models (YOLOv5, DDRNet, EfficientNet, RegNet, ResNet, […]
Machine learning platform supports long short-term memory quantization
Imagimob announced that its tinyML platform Imagimob AI supports quantization of so-called Long Short-Term Memory (LSTM) layers and a number of other Tensorflow layers. LSTM layers are well-suited to classify, process, and make predictions based on time series data, and are therefore of great value when building tinyML applications. The Imagimob AI software with quantization […]
