Latest Machine Learning News

Categories

“Heterogeneous and Secure” Architecture Promises to Supercharge ML for Edge AI

As computing moves towards the edge, a heterogeneous computing architecture, NeuPro-M from CEVA, also hopes to bring machine learning (ML) to the edge while boasting performance and power improvements.

January 07, 2022 by Jake Hertz

New Research Suggests Processing-in-Memory Could Revolutionize Analog Computing

Processing-in-memory is no longer confined to the research realm. Even companies like Samsung and IBM are spearheading the movement toward in-memory computing.

December 23, 2021 by Biljana Ognenova

A3D3 Institute With MIT Use ML Algorithms to Help Tame Data for Researchers

Hoping to take on real-time processing in more niche areas of research, a team from MIT along with A3D3 Institute, are using deep learning models to make digesting large data sets easier.

December 18, 2021 by Ikimi .O

Neuromorphic Chips Increasingly Mimic Brain Plasticity

How close are we to reverse-engineering the human brain's plasticity? New research in computational neuroscience and nanotechnologies indicates that neuromorphic chips can read synaptic connectivity with greater sensitivity.

December 16, 2021 by Biljana Ognenova

Inspired by Spiderwebs: New Sensor Aims to Untangle Quantum Sensor Challenges

The natural world can always be an inspiration for new technology. A new sensor inspired by spider webs from TU Delft could have large implications for the study of gravity, the quantum internet, and more.

December 08, 2021 by Jake Hertz

A Changing Industry: The Rise of In-house Silicon Picks Up Steam in 2021

A shift to in-house silicon is redefining the dynamics of the industry and shaking up long-standing "norms;" however, why is this happening and starting to gain momentum with larger companies?

December 02, 2021 by Jake Hertz

Qualcomm Ventures Beyond Mobile Processor Market in New Roadmap

The new Snapdragon extension expands the mobile platform's capabilities to new markets from PCs to ADAS.

November 30, 2021 by Biljana Ognenova

Team Up Leverages Neuromorphic-based Processor IP for Edge-based AI Solutions

Moving away from Cloud-based AI to the network Edge reduces power and bandwidth demands. Akida, the neuromorphic Edge AI processor from BrainChip might help to facilitate that move along with MegaChips' help.

November 29, 2021 by Adrian Gibbons

Project SCISRS Cuts Into RF Security With Real-time RF Analysis and RF-PUFs

Bad actors soliciting communications with sensitive radio devices can lead to data breaches. Building upon machine learning techniques, IARPA launches a new program called SCISRS for real-time RF signal analysis.

November 24, 2021 by Adrian Gibbons

Renesas Breaks Into the FPGA Market With ForgeFPGA Family

A first in company history, Renesas is branching into FPGAs. Hoping to bypass the limitations of FPGAs, especially in IoT applications, Renesas claims its ForgeFPGAs is a low-power and low-cost solution.

November 22, 2021 by Jake Hertz

CubeSAT Project Launches Deep Learning Into Space

An onboard image processor from Teledyne e2v will bring deep learning capabilities to a smart nanosatellite.

November 18, 2021 by Antonio Anzaldua Jr.

NVIDIA Hits the Road with Autonomous Vehicle Hardware at GTC

At NVIDIA's GPU Technology Conference, the company unveiled its roadmap to bring autonomy to more vehicles—dependent on chipsets, sensors, GPUs, cameras, and more.

November 16, 2021 by Tyler Charboneau

Kneron’s RISC-V AI Chip Intends to Bring L1 and L2 Autonomy to “Any Vehicle”

The push for autonomous vehicles has seen a lot of momentum for 2021. Aiming to keep it going is a new AI chip from Kneron that claims to bring the capacity for autonomous driving capabilities to any vehicle.

November 08, 2021 by Jake Hertz

Phase-change Memory Could Open Doors to Better Data Storage and Computing

Pushing beyond the von Neumann bottleneck can be difficult for memory devices. One option is phase-change memory (PCM) which Stanford and IBM are researching for data storage and computing.

November 04, 2021 by Antonio Anzaldua Jr.

Tactile Sensing Gets a Boost for AI Systems Thanks to Open-source Research

AI system sensing keeps pushing to new levels lately, especially as more research keeps pouring in concerning tactile sensing. One contributor is Facebook or "Meta" with its DIGIT and ReSkin technology.

November 03, 2021 by Jake Hertz

Cadence’s HiFi 1 DSP Leverages New LC3 Codec for Improved Audio Systems

A new codec, LC3, included in Cadence's HiFi 1 DSP, is set to bring new features for designers to exploit in their Bluetooth Audio (LE Audio) profile applications, including Multi-Stream and Broadcast audio.

November 01, 2021 by Adrian Gibbons

National Science Foundation Bankrolls EE Innovation at the University Level

With a multi-billion dollar annual budget, the NSF is moving the needle in electrical engineering by funding research in universities and innovation in corporations.

October 25, 2021 by Lianne Frith

A Turning Point for Machine Learning: Google Unleashes First In-house Tensor SoC

Joining the ranks of Apple with releasing its first custom in-house SoC comes Google. With the release of Pixel 6, Google makes a splash in the machine learning realm with its Google Tensor.

October 23, 2021 by Jake Hertz

Arm Strikes to Accelerate IoT Development With Virtual Hardware Platform

From start to finish, device development can take years. Hoping to accelerate the process for IoT devices specifically comes Arm Total Solutions' Virtual Hardware and Project Centauri.

October 22, 2021 by Jake Hertz

World’s First TinyML Vision Challenge Crowns 2021 Winners

Competitions are always an exciting way to test the limits and ingenuity of both technology and the designer. This week the winners of the first inaugural TinyML Vision Challenge were announced.

October 13, 2021 by Jake Hertz