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NEWS AND RESOURCES FOR MEMBERS OF THE IEEE SIGNAL PROCESSING SOCIETY

Implementing a Distributed Deep Learning Network over Spark

Deep learning is becoming an important AI paradigm for pattern recognition, image/video processing and fraud detection applications in finance. The computational complexity of a deep learning network dictates need for a distributed realization. The big data lab at Impetus, led by Dr. Vijay Srinivas Agneeswaran, has built the first prototype of the distributed deep learning network over Apache Spark. They have parallelized the training phase of the network and consequently reduced training time.
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What Should We Learn from... Software-Defined Networking

Software defined radio (SDR) is an architecture for designing more flexibility and generalized hardware for communication systems, radar, sonar or remote sensing systems making more intelligent and multi-function radio systems possible. In the January 2015 issue of the Proceedings of the IEEE , two articles present surveys in the fields of software defined networking (SDN) and the spectrum management for radar systems which is one of the key techniques for radar and wireless communication.
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News from the SLTC

Welcome to the Winter 2014 edition of the IEEE Speech and Language Processing Technical Committee's Newsletter! This issue of the newsletter includes 8 articles and announcements from 10 contributors, including our own staff reporters and editors. Thank you all for your contributions! This issue includes news about IEEE journals and recent workshops, SLTC call for nominations, and individual contributions.
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Video of the month: URI Team Aims to Secure the Nation’s Critical Power Grid

There have been reports that the entire US power grid can suffer a major blackout nationwide by an attack on merely 9 of its 55,000 substations, if planned intentionally. This may sound suspicious, but on a smaller scale, how vulnerable is a regional electrical power grid, say the San Francisco Bay area, the heart of high-tech industry, under major outage or malicious penetrations?
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