Artificial Learning
@ArtificialLearn
Artificial Learning Ltd designs ultra-efficient silicon for #autonomous #deeplearning #hardware
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We gave it a year and it didn't improve so our company is ceasing all use of Twitter/X and have removed all links to it from our web site and other communication channels. Enjoy your private pandemonium @elonmusk. We are off to the real world now and not returning #goodbye
Artificial Learning Ltd is suspending use of Twitter until it's future shape and reliability as a medium becomes more apparent. You can still contact us through our web site artificiallearning.com Thanks for your attention. cc: @elonmusk
Our technology IP remains private to our research consortium but our business model and market strategy have been public domain since 2014 bit.ly/ALLMarketStrat… Is it time to move the "learning" in #machineLearning towards the edge? Are wake words where learning goes local?
At last, #MachineLearning #hardware goes analogue with @Aspinity unveiling their first #analog machine learning chip. Analogue is the only feasible route to efficient AI and everything good becomes hardware artificialintelligence-news.com/2022/02/16/asp…
As @gnat said, "Everything good becomes #hardware" bit.ly/2Eu3ntL #deeplearning
Good to know the market is catching up with our ideas! IBM predicts "new chip designs with analog and mixed-signal processing, new software techniques based on approximate computing" bit.ly/2Eu3ntL … just as we did in 2014 bit.ly/ALLMarketStrat… #DeepLearning #hardware
That's the way to do #deeplearning #hardware: “We believe that analog AI is the only solution for having AI in every edge device as this is the only way to meet the power consumption and cost requirements,” bit.ly/2PctJqg
As we realised in 2009 and published in our market strategy bit.ly/ALLMarketStrat… in 2014, wide-spread use of #DeepLearning inevitably demands efficient #hardware, even more once learning moves from the #cloud to the #edge bit.ly/ALLAnalogIsCom…
zdnet.com
Chip world tries to come to grips with promise and peril of AI
Chip executives gathered in San Francisco to discuss what to do about the explosion in demand for deep learning forms of A.I. that is pushing at the limits of today’s chips. Possibilities include...
Nice analysis by Arnav Paruthi bit.ly/AIHardwareBeco… Precision unnecessary for #DeepLearning but efficient #hardware vital esp at #IoT edge. Chips designs need inverse Von Neumann architecture: low precision, in-memory compute - as ours have since 2009 bit.ly/ALLMLOAC
artificiallearning.com
Machine Learning on a Chip
Add a machine learning co-processor to your circuits. Our unique chip technology gives us an unfair advantage in machine learning updates per watt per kilogram (Hz/W/kg) that beats all alternative…
We've said all along #analog #deeplearning #hardware is future. Now Rama Divakaruni of @IBM agrees: "analog devices that can combine memory and computation ... offer the promise of orders of magnitude power-performance improvements for AI" bit.ly/AnalogAtConFab
A definite @Movidius in the right direction: #deeplearning (though so far only inference) #hardware on a USB stick bit.ly/MLOAStick
Very good:@IBMWatson+@MIT money into "analog computational approaches to #AI model training" bit.ly/2eLgo5d #hardware #DeepLearning
Artificial Learning's Peter Newman & Michael Bate riding #LondonToBrighton tomorrow to support @TheBHF. Donate here! bit.ly/2sIV2y1
Nice review @kaulout but so far so conventional: @nvidia @intel stuck in digital but DL is statistics not accounting: Anyone for analogue?
Not #DeepLearning #Hardware yet but neural networks controlling CPUs is a huge step #EverythingGoodBecomesHardware
Samsung's new processor uses neural networks for branch prediction: theregister.co.uk/2016/08/22/sam… - probably very lightweight models I'd guess?
theregister.com
'Neural network' spotted deep inside Samsung's Galaxy S7 silicon brain
Secrets of Exynos M1 cores spilled
"In 10 yrs we'll see this as inflection point of when compute architectures became neural" nervanasys.com/intel-nervana #DeepLearning #Hardware
Congratulations, @nervanasys! We believe #DeepLearning #Hardware will drive the future of computing
A very hot box of #deeplearning #hardware?
World's Highest Density #DeepLearning Supercomputer in a Box | ow.ly/l7y7302V0ZT #AI #Hardware
ASICs that put #DeepLearning into #Hardware are the only way to go: #EverythingGoodBecomesHardware
Everthing good become #hardware, in #deeplearning as elsewhere...
"A Full Hardware Guide to Deep Learning" timdettmers.com/2015/03/09/dee… by @Tim_Dettmers #deeplearning #hardware
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