Dharmendra Modha
@DharmendraModha
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IBM Fellow; Chief Scientist - Brain-inspired Computing; PI, DARPA SyNAPSE. Tweets are my own and do not necessarily represent IBM positions.
San Jose, CA
Joined December 2011
1/10 New in @ScienceMagazine, a major new article from @IBMResearch introducing a new brain-inspired, silicon-optimized chip architecture suitable for neural inference. https://t.co/EAL4zImCQI
#ScienceResearch #innovation #technology #creativity #deeplearning #ai
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4/6 The vertical integration from a core to 16x16 core array to chip to board to server to rack!
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3/6 IBM AIU NorthPole rack under construction! Design Credit: Ryan Mellody, Susana Rodriguez de Tembleque, William Risk, Map Project Office
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2/6 NorthPole is optimized for the two conflicting objectives of energy-efficiency and low latency. In the regime of low-latency, NorthPole (in 12nm) provides 72.7x better energy efficiency (tokens/second/W) versus a state-of-the-art 4nm GPU.
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1/6 Exciting new results from @IBMResearch demonstrate that for a 3-billion parameter LLM, a compact 2U research prototype system using the IBM AIU NorthPole inference chip delivers an astounding 28,356 tokens/sec of system throughput and sub-1ms/token (per-user) latency.
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Inspiration: No worrying or complaining about tides.
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Inspiration: Building sand castles, between the tides.
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NorthPole, IBM’s new AI chip prototype, promises breakthrough performance and energy savings.
cointelegraph.com
IBM Research created an alternative to the von Neumann architecture in its new NorthPole AI chip, reportedly resulting in both faster and more energy-efficient edge processing.
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.@IBMResearch's new NorthPole chip could potentially bring more energy-efficient AI to the edge.
research.ibm.com
A new prototype chip from IBM Research could potentially bring energy-efficient AI to the edge.
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IBM's NorthPole #chip runs AI-based image recognition 22 times faster than current chips @sciencemagazine
https://t.co/mpi1gP2C7Q
techxplore.com
A large team of computer scientists and engineers at IBM Research has developed a dedicated computer chip that is able to run AI-based image recognition apps 22 times as fast as chips that are...
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IBM researchers unveil a "brain-inspired" NorthPole chip prototype that removes the need to frequently access external memory and consumes vastly less power (@dcastelvecchi / Nature) https://t.co/Aoory8bRW4 📫 Subscribe: https://t.co/OyWeKSRpIM
https://t.co/8FDoqm8q1L
techmeme.com
Davide Castelvecchi / Nature: IBM researchers unveil a “brain-inspired” NorthPole chip prototype that removes the need to frequently access external memory while consuming vastly less power
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IBM's new AI chip, NorthPole, is a groundbreaking processor inspired by the human brain. It excels in tasks like image recognition, surpassing other AI chips in speed and energy efficiency. (Image credit: @rowancheung)
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Microchip breakthrough may reshape the future of AI | IBM’s new NorthPole may enable smarter, more efficient, network-independent devices that may even help the U.S. win the microchip war against China. https://t.co/eqkqFtUcE8 by @deftechpat
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IBM's brain-inspired chip, NorthPole, could be the fastest at running AI yet - and it is 25 times more energy efficient than commercial chips too
newscientist.com
An IBM chip that mimics the brain can run AI-powered image recognition algorithms 22 times faster than any commercial chip
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Publishing this week in @ScienceMagazine, IBM Research's newest prototype AI chip, NorthPole, could help us move toward more energy-efficient AI. Learn more: https://t.co/qyKIUGg5ld
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In Science, researchers present NorthPole—a brain-inspired chip architecture that blends computation with memory to process data efficiently at low-energy costs. Learn more: https://t.co/hw1qUm2SYS
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10/10 New in @ScienceMagazine, a perspective on NorthPole by Prof. Subramanian S. Iyer and Vwani P. Roychowdhury. https://t.co/dWblGBcy9Y
#ScienceResearch #ai
science.org
A chip design integrates computation and memory to efficiently process data at low energy cost
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9/10 For a 20-min video of a talk on NorthPole at @hotchipsorg see (paywall): https://t.co/JTMtDCkg73 Slides are available at @IEEEorg see (paywall): https://t.co/8a6aJMnQOV
#ai
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8/10 Read more on NorthPole at my blog https://t.co/TsMijLpcNv.
#ScienceResearch #innovation #technology #creativity #future #artificialintelligence #engineering #deeplearning #research #ai #computerscience #neuralnetworks #northpole #neuromorphic #ibmresearch #ibm
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