Thursday, November 26, 2015
Submit your own News for
inclusion in our Site.
Click here...
Breaking News
Panasonic's CX Ultra HD Smart TVs Bring 4K Closer To Home
New LG Ray Smartphone Focuses On Photo Shooting
HP Profit Lower Than Expected
Police Arrests Fifth Suspect In TalkTalk Hack Investigation
Toshiba Develops Fast 3D Metal Printer
ECS LIVA X2 Mini PC Runs Windows 10
Memory-Tech Ready To Start Mass Production Of UHD Blu-ray Disc
New Nokia 230 and Nokia 230 Dual SIM Phones Coming Next Month
Active Discussions
roxio issues with xp pro
How to back up a PS2 DL game
Copy a protected DVD?
How to burn a backup copy of The Frozen Throne
Help make DVDInfoPro better with dvdinfomantis!!!
Copied dvd's say blank in computer only
menu making
Optiarc AD-7260S review
 Home > News > General Computing > New Int...
Last 7 Days News : SU MO TU WE TH FR SA All News

Thursday, May 24, 2012
New Intel Research Institute Focuses On Computational Intelligence

Intel is launching research in Israel into machine learning and heterogeneous computing architecture.

The Intel Collaborative Research Institute for Computational Intelligence (ICRI-CI) will focus on long-term research in two directions: machine learning and heterogeneous computing architecture.

Machine learning is critical to transform huge volumes of raw data (e.g., spatial and temporal sensory data, online dynamic data ) into "computational intelligence". Heterogeneous architecture enables performing the required computation fast enough and within acceptable power and area constraints. The combination of new machine learning algorithms and computer architecture that makes these algorithms practical and efficient lay the foundation for many promising and attractive usages together with the needed hardware and software.

The institute will be based in Israel at the Technion in Haifa and the Hebrew University in Jerusalem (HUJI). The Institute is co-led by Ronny Ronen (Intel, Senior PE), by Prof. Uri Weser (Technion), and by Prof. Naftaly Tishby (HUJI). It will also draw researchers from other Israeli universities.

Intel wants to accelerate the research in 3 major themes:

- Advanced Machine Learning. Future devices will use a lot of data arriving from various sources (sensors, web etc) at high rate. Making fast, real time, intelligent decisions requires new type of machine learning algorithms;

- Brain-inspired computing. Humans easily outperform computers in many domains, especially, in learning and recognition tasks. We will apply the deep understanding of brain fundamental structures, principles and mechanisms to explore new, computing architecture that can do these tasks better than traditional computers.

- Novel heterogeneous computing platforms, accelerators. Future usages demand a lot of computing power at tight energy budget to perform tasks like speech and gesture recognition. A promising way of bringing such performance demanding tasks to low power mobile devices is through heterogeneous systems, where building blocks, differing in their capabilities and performance/power characteristics, are combined. The Institute will also investigate the applications of novel machine learning methods in traditional processor architecture to achieve higher performance and efficiency at reasonable complexity.

The institute will apply findings of above fundamental themes to two applications areas and examples of usage scenarios:

- Intelligent Agents. Intel envisions future devices which use machine learning to proactively assist the user's daily activities, based on data coming from "real" sensors as well personal and global data accumulated over a long time via many sources.

- Learning Audio/Visual Systems. Most of the world's data today consists of video and audio streams. The amount of data exceeds the human ability to view and infer from. Intel envisions systems that use machine learning to automatically analyze this data and extract useful relevant information.

Samsung GALAXY Ace DUOS Rolling Out Starting Next Month        All News        Wolfram's New SystemModeler Tool Models Physical Systems
German Court Rules In Favor Of Microsoft In Texting Patent Case Against Motorola     General Computing News      Wolfram's New SystemModeler Tool Models Physical Systems

Get RSS feed Easy Print E-Mail this Message

Related News
Intel Optane Memory Products Coming Next Year
Intel Advances High Performance Computing System Designs
Intel Expands The Xeon processor D-1500 Product Family And Unveils New Ethernet Controllers
Google Open Sources TensorFlow Machine Learning System
Intel Unveils New IoT Platform
Facebook Reports Progress In Artificial Intelligence Research
Intel Introduces Smart Tiny House Concept For IoT Connected Devices
Intel To Invest In Non-Volatile Memory
Intel Xeon Processor E3-1200 v5 Family Powers New Entry-level Workstations
Intel-Powered Arduino 101 Board Coming Next Year
Intel Reports Flat Revenue Despite Low PC Sales
New Firmware For Intel 750 Series SSD MAkes Your PC Booy Up Faster

Most Popular News
Home | News | All News | Reviews | Articles | Guides | Download | Expert Area | Forum | Site Info
Site best viewed at 1024x768+ - CDRINFO.COM 1998-2015 - All rights reserved -
Privacy policy - Contact Us .