Pulse trains & neuromorphics, oh my
"Sensor arrays will be crucial for mimicking the skin functions of living organisms; these consist of multiple detectors arranged and aligned in a multidimensional array. By establishing multichannel sensor arrays, it may be possible to mimic the complex sensory functions of human skin."🧪
July 30, 2023 at 12:03 AM
Pulse trains & neuromorphics, oh my
A lot of companies have side bets on neuromorphics for this reason. Basically chips on spiking nets that are more energy efficient, but require a lot of a annoying stuff to work
June 9, 2025 at 6:42 PM
A lot of companies have side bets on neuromorphics for this reason. Basically chips on spiking nets that are more energy efficient, but require a lot of a annoying stuff to work
Dr. Kelly is an Assistant Professor (Carleton University Department of Cognitive Science) and director of the ANIMUS (Adaptive Neuromorphics, Intelligence, Memory, and Unified Systems) Lab, where she combines machine learning, psychology and philosophy to research ethical AI.
April 22, 2025 at 2:02 PM
Dr. Kelly is an Assistant Professor (Carleton University Department of Cognitive Science) and director of the ANIMUS (Adaptive Neuromorphics, Intelligence, Memory, and Unified Systems) Lab, where she combines machine learning, psychology and philosophy to research ethical AI.
Much as I would like to believe this, I'm recalling a conversation I had with someone working in neuromorphics last year. In principle, they think they can get up to 100x power savings over GPUs (if they can get the thermal issues solved), but they're not confident it will lower power consumption
January 27, 2025 at 10:10 PM
Much as I would like to believe this, I'm recalling a conversation I had with someone working in neuromorphics last year. In principle, they think they can get up to 100x power savings over GPUs (if they can get the thermal issues solved), but they're not confident it will lower power consumption
The University of Strathclyde is set to bring its neuromorphic photonics expertise to the UK’s first centre for brain-inspired computing innovation.
www.digit.fyi/strathclyde-...
#tech #neuromorphics #Neurowave @UniStrathclyde
www.digit.fyi/strathclyde-...
#tech #neuromorphics #Neurowave @UniStrathclyde
Strathclyde Uni Joins UK’s First Neuromorphic Computing Hub
Strathclyde University is set to bring its neuromorphic photonics expertise to the UK’s first centre for brain-inspired computing innovation.
www.digit.fyi
September 19, 2025 at 10:15 AM
The University of Strathclyde is set to bring its neuromorphic photonics expertise to the UK’s first centre for brain-inspired computing innovation.
www.digit.fyi/strathclyde-...
#tech #neuromorphics #Neurowave @UniStrathclyde
www.digit.fyi/strathclyde-...
#tech #neuromorphics #Neurowave @UniStrathclyde
🚀 CESS fires its second salvo—a deep dive into neuromorphic computing!
And it’s open for collaboration—fork, edit, and contribute via GitHub!
github.com/cess-solutio... #OpenScience #Neuromorphics #AIFuture
And it’s open for collaboration—fork, edit, and contribute via GitHub!
github.com/cess-solutio... #OpenScience #Neuromorphics #AIFuture
August 19, 2025 at 9:46 AM
🚀 CESS fires its second salvo—a deep dive into neuromorphic computing!
And it’s open for collaboration—fork, edit, and contribute via GitHub!
github.com/cess-solutio... #OpenScience #Neuromorphics #AIFuture
And it’s open for collaboration—fork, edit, and contribute via GitHub!
github.com/cess-solutio... #OpenScience #Neuromorphics #AIFuture
But! I believe we’ll be breaking ground on new reactors exploring novel designs.
But, we’re working on reducing power needs of large neural networks, including developing neuromorphics systems. (I’m on my way to a neuromorphic conference now.)
But, we’re working on reducing power needs of large neural networks, including developing neuromorphics systems. (I’m on my way to a neuromorphic conference now.)
July 27, 2025 at 11:40 AM
But! I believe we’ll be breaking ground on new reactors exploring novel designs.
But, we’re working on reducing power needs of large neural networks, including developing neuromorphics systems. (I’m on my way to a neuromorphic conference now.)
But, we’re working on reducing power needs of large neural networks, including developing neuromorphics systems. (I’m on my way to a neuromorphic conference now.)
Adaptive Neuromorphics, Intelligence, Memory and Unified Systems (ANIMUS) lab studies cognition seeks to address the shortcomings of current AI models in representing characteristics of cognition, by using evidence found across cognitive disciplines to design models with more human-like behaviour.
January 27, 2025 at 7:48 PM
Adaptive Neuromorphics, Intelligence, Memory and Unified Systems (ANIMUS) lab studies cognition seeks to address the shortcomings of current AI models in representing characteristics of cognition, by using evidence found across cognitive disciplines to design models with more human-like behaviour.
Cointegration of CMOS & FeFETs has gained attention for use in IoT devices, neuromorphics & more. Authors from @rittigers.bsky.social & @microntech.bsky.social describe a simple & cost-effective process of selective wet etching of HfO2 & HZO films to enable this integration.
doi.org/10.1116/6.00...
doi.org/10.1116/6.00...
Selective wet etching of atomic layer deposited ferroelectric hafnium zirconium oxide and hafnium oxide thin films
The cointegration of conventional CMOS with high-k hafnium oxide (HfO2) as the gate dielectric and ferroelectric field effect transistors (FeFETs) with hafnium
doi.org
May 1, 2025 at 1:57 PM
Cointegration of CMOS & FeFETs has gained attention for use in IoT devices, neuromorphics & more. Authors from @rittigers.bsky.social & @microntech.bsky.social describe a simple & cost-effective process of selective wet etching of HfO2 & HZO films to enable this integration.
doi.org/10.1116/6.00...
doi.org/10.1116/6.00...
Featured in this article:
Dr. Mary Kelly
Maria Vorobeva
Spencer Eckler
Taran Allan-mckay
Eilene Tomkins-Flanagan
To learn more about the ANIMUS (Adaptive Neuromorphics, Intelligence, Memory, and Unified Systems) lab: carleton.ca/animus/
Dr. Mary Kelly
Maria Vorobeva
Spencer Eckler
Taran Allan-mckay
Eilene Tomkins-Flanagan
To learn more about the ANIMUS (Adaptive Neuromorphics, Intelligence, Memory, and Unified Systems) lab: carleton.ca/animus/
January 19, 2025 at 5:08 PM
Featured in this article:
Dr. Mary Kelly
Maria Vorobeva
Spencer Eckler
Taran Allan-mckay
Eilene Tomkins-Flanagan
To learn more about the ANIMUS (Adaptive Neuromorphics, Intelligence, Memory, and Unified Systems) lab: carleton.ca/animus/
Dr. Mary Kelly
Maria Vorobeva
Spencer Eckler
Taran Allan-mckay
Eilene Tomkins-Flanagan
To learn more about the ANIMUS (Adaptive Neuromorphics, Intelligence, Memory, and Unified Systems) lab: carleton.ca/animus/
The Flexible Nanoelectronics Lab @unisouthampton.bsky.social took part in #SOTSEF 2025. Evangelia Founta, Mohit Gautam & Albert Lanthaler talked to >200 visitors from all ages and backgrounds and informed them on #nanotechnology #neuromorphics #flexible #batteries. @ukri.org #TeamNANO @ec.europa.eu
March 17, 2025 at 12:34 PM
The Flexible Nanoelectronics Lab @unisouthampton.bsky.social took part in #SOTSEF 2025. Evangelia Founta, Mohit Gautam & Albert Lanthaler talked to >200 visitors from all ages and backgrounds and informed them on #nanotechnology #neuromorphics #flexible #batteries. @ukri.org #TeamNANO @ec.europa.eu
Great interview on brain-inspired/ #neuromorphic computing by Steve Furber. Couldn't agree more that neuromorphics requires a killer application and more systems-level thinking spectrum.ieee.org/neuromorphic...
Brain-inspired Computing Is Ready for the Big Time
Neuromorphic pioneer Steve Furber says it's just awaiting a killer app
spectrum.ieee.org
February 14, 2025 at 1:01 PM
Great interview on brain-inspired/ #neuromorphic computing by Steve Furber. Couldn't agree more that neuromorphics requires a killer application and more systems-level thinking spectrum.ieee.org/neuromorphic...
Rain Neuromorphics Inc. is revolutionizing AI with its neuromorphic computing approach, mimicking the human brain’s structure and function. #NeuromorphicComputing #AIRevolution
www.androidgreek.com/who-is-rain-...
www.androidgreek.com/who-is-rain-...
What is Rain Neuromorphics Inc., and what is it used for?
Altman-backed AI chip startup Rain Neuromorphic is under pressure from the US to withdraw Saudi fund support. The report questions Rain Neuromorphics' industry and number of employees.
www.androidgreek.com
December 13, 2023 at 9:36 AM
Rain Neuromorphics Inc. is revolutionizing AI with its neuromorphic computing approach, mimicking the human brain’s structure and function. #NeuromorphicComputing #AIRevolution
www.androidgreek.com/who-is-rain-...
www.androidgreek.com/who-is-rain-...
If you’ve kept up with the amazing progress of our field though, it’s time to double down — not cut back! More efficient and robust AI is on the horizon.
HOPEFUL:
I am encouraged by the number of companies investing in neuromorphics, and am hopeful she can find an industry position. However..
HOPEFUL:
I am encouraged by the number of companies investing in neuromorphics, and am hopeful she can find an industry position. However..
April 1, 2025 at 6:54 PM
If you’ve kept up with the amazing progress of our field though, it’s time to double down — not cut back! More efficient and robust AI is on the horizon.
HOPEFUL:
I am encouraged by the number of companies investing in neuromorphics, and am hopeful she can find an industry position. However..
HOPEFUL:
I am encouraged by the number of companies investing in neuromorphics, and am hopeful she can find an industry position. However..
We decided to shift our discussion onto a hypothetical photo-neuromorphic computer, or computer combining photonics and neuromorphics. 🤔
June 16, 2025 at 2:08 PM
We decided to shift our discussion onto a hypothetical photo-neuromorphic computer, or computer combining photonics and neuromorphics. 🤔
Yeah, hear about those fancy neuromorphics, but they still seem far away. Would be good to try to recycle old systems and breathe new life into them. 🤔
August 6, 2025 at 8:13 PM
Yeah, hear about those fancy neuromorphics, but they still seem far away. Would be good to try to recycle old systems and breathe new life into them. 🤔
Read @Nature today for new ETO findings on global semiconductor research - leaders, growth, and hotspots, from photonics to neuromorphics... www.nature.com/articles/d41... 🧵👇
www.nature.com
March 4, 2025 at 2:42 PM
Read @Nature today for new ETO findings on global semiconductor research - leaders, growth, and hotspots, from photonics to neuromorphics... www.nature.com/articles/d41... 🧵👇
Here’s to making 2025 a big year for neuromorphics and NeuroAI!
#projectphasor #ai #ml #funding #compilers #virtualmachines #heterogenouscomputing #datacenterscale
#projectphasor #ai #ml #funding #compilers #virtualmachines #heterogenouscomputing #datacenterscale
January 2, 2025 at 6:11 AM
Here’s to making 2025 a big year for neuromorphics and NeuroAI!
#projectphasor #ai #ml #funding #compilers #virtualmachines #heterogenouscomputing #datacenterscale
#projectphasor #ai #ml #funding #compilers #virtualmachines #heterogenouscomputing #datacenterscale
For sure! Im good friends some people doing neuromorphics so am aware of how vast the field is.
Im just saying from first reading, it maybe sounds minimizing! I think for your thread im getting that hes much worse at cog sci in general, than ML in specific lol
Im just saying from first reading, it maybe sounds minimizing! I think for your thread im getting that hes much worse at cog sci in general, than ML in specific lol
June 13, 2024 at 12:01 PM
For sure! Im good friends some people doing neuromorphics so am aware of how vast the field is.
Im just saying from first reading, it maybe sounds minimizing! I think for your thread im getting that hes much worse at cog sci in general, than ML in specific lol
Im just saying from first reading, it maybe sounds minimizing! I think for your thread im getting that hes much worse at cog sci in general, than ML in specific lol
The tech is fairly young of course, and still has a ways to go. Maybe things will change. But at the moment, we are in a moment of upheaval, and so much can potentially occur between then and the future. Synthetic neurons, neuromorphics, photonic computing, brain organoids, who’s to say?
October 10, 2025 at 12:44 PM
The tech is fairly young of course, and still has a ways to go. Maybe things will change. But at the moment, we are in a moment of upheaval, and so much can potentially occur between then and the future. Synthetic neurons, neuromorphics, photonic computing, brain organoids, who’s to say?
Curious about #neuromorphic computing? 🧠💻
We want to revolutionalize the way we program brain-inspired systems and are plotting a course in a new publication with Steven Abreu: ieeexplore.ieee.org/abstract/doc... (or open access arxiv.org/abs/2410.22352)
Let's build better neuromorphics together! 🚀
We want to revolutionalize the way we program brain-inspired systems and are plotting a course in a new publication with Steven Abreu: ieeexplore.ieee.org/abstract/doc... (or open access arxiv.org/abs/2410.22352)
Let's build better neuromorphics together! 🚀
Neuromorphic Programming: Emerging Directions for Brain-Inspired Hardware
The value of brain-inspired neuromorphic computers critically depends on our ability to program them for relevant tasks. Currently, neuromorphic hardware often relies on machine learning methods adapt...
ieeexplore.ieee.org
December 8, 2024 at 7:37 PM
Curious about #neuromorphic computing? 🧠💻
We want to revolutionalize the way we program brain-inspired systems and are plotting a course in a new publication with Steven Abreu: ieeexplore.ieee.org/abstract/doc... (or open access arxiv.org/abs/2410.22352)
Let's build better neuromorphics together! 🚀
We want to revolutionalize the way we program brain-inspired systems and are plotting a course in a new publication with Steven Abreu: ieeexplore.ieee.org/abstract/doc... (or open access arxiv.org/abs/2410.22352)
Let's build better neuromorphics together! 🚀
#RhymeNeuromorphic:
"...From neuroscience to device physics.
Co-design is key for neuromorphics.
Analog and digital and software too.
Specialist? Generalist? The field needs you..."
"...From neuroscience to device physics.
Co-design is key for neuromorphics.
Analog and digital and software too.
Specialist? Generalist? The field needs you..."
November 14, 2024 at 11:14 PM
#RhymeNeuromorphic:
"...From neuroscience to device physics.
Co-design is key for neuromorphics.
Analog and digital and software too.
Specialist? Generalist? The field needs you..."
"...From neuroscience to device physics.
Co-design is key for neuromorphics.
Analog and digital and software too.
Specialist? Generalist? The field needs you..."
I'm proud to chair this initiative, bringing together leading scientists, students, and volunteers to build an open and sustainable ecosystem for neuromorphics.
Check it out and sign up. We can use your help :-)
Check it out and sign up. We can use your help :-)
#OpenNeuromorphic is more than a community; it is a movement. We are building the future of brain-inspired AI and hardware through open collaboration, global education, and radical curiosity.
Join us as we reimagine intelligence together.
open-neuromorphic.org
#ONM #Brain-inspired #Hardware #SNN
Join us as we reimagine intelligence together.
open-neuromorphic.org
#ONM #Brain-inspired #Hardware #SNN
Open Neuromorphic
Explore the world of Neuromorphic Computing, AI, and Devices in an open-source community. Join us for educational content, and collaborative innovation
open-neuromorphic.org
November 6, 2025 at 8:39 AM
I'm proud to chair this initiative, bringing together leading scientists, students, and volunteers to build an open and sustainable ecosystem for neuromorphics.
Check it out and sign up. We can use your help :-)
Check it out and sign up. We can use your help :-)
Excited to share my first 2nd author NeurIPS paper, w/ Colin Bredenberg, Cristina Savin, @tyrellturing.bsky.social, & Guillaume Lajoie! We formulate a mathematically grounded notion of locality for learning rules in neural nets. Useful for neuroscience & neuromorphics
openreview.net/forum?id=rGN...
openreview.net/forum?id=rGN...
December 12, 2023 at 4:30 PM
Excited to share my first 2nd author NeurIPS paper, w/ Colin Bredenberg, Cristina Savin, @tyrellturing.bsky.social, & Guillaume Lajoie! We formulate a mathematically grounded notion of locality for learning rules in neural nets. Useful for neuroscience & neuromorphics
openreview.net/forum?id=rGN...
openreview.net/forum?id=rGN...
Neuromorphics are kind of like that quote about brazil, but i think theres something there
I’m convinced that real AI is going to take different hardware.
"We're building chips that think like the brain" — I got a front row seat to see how neuromorphic computing will transform your next smart device
Neuromorphic computing is bringing brain-like efficiency to AI, enabling ultra-low-power, real-time intelligence in everyday devices. I spoke to the CEO of Innatera about it.
apple.news
August 11, 2025 at 5:38 PM
Neuromorphics are kind of like that quote about brazil, but i think theres something there