tag: algorithms

Multi-Robot Path Planning For Swarm of Robots that Can Both Fly, Drive (MIT)
By Technical Paper Link - 28 Jun, 2017 - Comments: 0

Source: MIT/CSAIL.Brandon Araki, John Strang, Sarah Pohorecky, Celine Qiu, Tobias Naegeli, and Daniela R Researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) propose that if robots could be programmed to both walk and take flight, it would open up possibilities including machines that could fly into construction areas or disaster zones that aren’t near ... » read more

What’s Next In Neural Networking?
By Ann Mutschler - 03 May, 2017 - Comments: 0

Faster chips, more affordable storage, and open libraries are giving neural network new momentum, and companies are now in the process of figuring out how to optimize it across a variety of markets. The roots of neural networking stretch back to the late 1940s with Claude Shannon’s Information Theory, but until several years ago this technology made relatively slow progress. The rush towar... » read more

The Multiplier And The Singularity
By Brian Bailey - 12 Jan, 2017 - Comments: 8

In 1993, Vernor Vinge, a computer scientist and science fiction writer, first described an event called the Singularity—the point when machine intelligence matches and then surpasses human intelligence. And since then, top scientists, engineers and futurists have been asking just how far away we are from that event. In 2006, Ray Kurzweil published a book, "The Singularity is Near," in whic... » read more

Alexa, Can You Help Me Build A Better SoC?
By Anush Mohandass - 03 Oct, 2016 - Comments: 0

Consumers have fallen love with clever products like Amazon Echo, Nest, Google maps, Waze and Zillow that somehow make life a little easier and more fun. The underlying technology that makes these apps so rich and useful is machine learning and it seems to be showing up everywhere. Maybe it’s time to ask, “Alexa, can you help me build a better SoC?” The Next Frontier in SoC Architectur... » read more

Toward Better Acoustic Resonators
By Mattan Kamon - 19 May, 2016 - Comments: 0

After some lively conversations with the top researchers in MEMS acoustic resonators during the 2014 Sensors and Actuators Workshop (familiarly known to the MEMS community as “Hilton Head”), we set to work on a simulation solution to better serve researchers and commercial designers. Acoustic resonators for RF filtering have received a lot of attention in the past few years as the number... » read more

Convolutional Neural Networks Power Ahead
By Ann Mutschler - 18 Apr, 2016 - Comments: 0

While the term may not be immediately recognizable, convolutional neural networks (CNNs) are already part of our daily lives—and they are expected to become even more significant in the near future. [getkc id="261" kc_name="Convolutional neural networks"] are a form of machine learning modeled on the way the brain's visual cortex distinguishes one object from another. That helps explain wh... » read more

Announcing DAC’s First Art Show
By Chuck Alpert - 18 Jan, 2016 - Comments: 0

Every year DAC features something new. For the general chair, balancing tried and true conference elements with infusions of change is part of the art of putting on DAC and keeping it fresh. This year one change has to do with art itself — #53DAC features what I believe to be the first art show in the conference's long history. No, I'm not asking you to submit that painting you've been lab... » read more

Power/Performance Bits: Oct. 27
By Jesse Allen - 27 Oct, 2015 - Comments: 0

Searching for energy-efficient architectures A workshop jointly funded by the Semiconductor Research Corporation (SRC) and National Science Foundation (NSF) sought out the key factors limiting progress in computing – particularly related to energy consumption – and novel research that could overcome these barriers. The report focuses on the most promising research directions in the ex... » read more

Outbound Power Management
By Srikanth Jadcherla - 15 Oct, 2015 - Comments: 0

Many years ago when I first suggested that we should do platform-level power instead of focusing on the CPU, I was considered somewhat of a heretic. Yet, within 10 to 15 years of that recommendation, most of the platforms around us have moved to that method using operating system functions to keep track of the overall power, battery life, etc. As we move into the era of billions of connected de... » read more

An Architectural Choice Overdue For Change
By Brian Bailey - 04 Dec, 2014 - Comments: 0

The past appears to be a lot simpler than the present and when we look into the future, the right decisions often look highly uncertain. This is the value of hindsight, but also includes the notion that the winner gets to write history. What semiconductors look like today could have been very different if different decisions had been made 20 years ago. What if the industry had adopted a paralle... » read more

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