Could neuromorphic computing be a new solution to optimization problems? Inspired by brain function, a new and potentially more efficient form of computing is emerging from the field of neuromorphic science. It is based on the use of spiking neural networks. Within Inria’s...

Already heard about spike neurons and neuromorphing computing ? This might be the near future of AI.

www.inria.fr/en/neuromorp... #AI #neuromorphic #spikeneurons

Big news: BrainChip and @KlepsydraTech are partnering to build a heterogeneous AI runtime for the Akida™ neuromorphic processor.

10x more data. 50% less power. Space-ready. Hardware-agnostic.

🔗 Full PR → https://bit.ly/4rrktxl

#Klepsydra #EdgeAI #Neuromorphic #Akida

Carbon-doped GeTe-based ovonic threshold switch for highly reliable artificial neuron devices

Carbon-doped GeTe OTS neurons expand operational windows, boosting spike timing robustness and synaptic learning efficiency—advancing reliable #neuromorphic hardware for next-gen AI.

#OpenAccess in #IJEM: doi.org/10.1088/2631...
#ArtificialIntelligence #Engineering

Silicon Is Too Slow: How Quantum Computers Are Finally Cracking the Human Brain Is Your Brain Actually a Quantum Computer? The Silicon Lie Exposed 🧠💻 Ever feel like your brain is "buffering" while your laptop is screaming? Here is a controversial truth: Classical supercomputers are fundamentally the wrong machines for simulating a human mind. While the tech world has been trying to force-feed biological complexity into silicon-based hardware, we have been ignoring the fluid, probabilistic reality of how we actually think. This episode dives into the mind-bending shift from traditional AI to the era of Quantum Computing. Why Your Laptop Can't Think Like You 🚫🔌 Today’s supercomputers are power-hungry monsters that rely on linear, binary logic. Meanwhile, your brain runs on the energy of a dim lightbulb. How? We explore the mystery of microtubules and quantum resonance—the biological hacks that allow the human brain to bypass thermodynamic limits and process information in ways a CPU never could. It is not just about speed; it is about the architecture of thought. The Synthetic Intelligence Revolution 🔬✨ With the breakthrough of Google’s Willow chip, we are moving past merely "mimicking" thought and toward true Synthetic Intelligence. In this episode, we break down: - Logical Qubits & Error Correction: Why the Willow chip is the definitive leap forward for human brain simulation. - Digital Twins: How simulating your biology could revolutionize personalized medicine and create a "virtual you." - The Hard Problem of Consciousness: Can quantum biology finally bridge the gap between cold code and human feeling? Stop Mimicking, Start Simulating 🌀🤔 Is it time to admit that silicon has reached its limit? We are exploring the frontier where physics meets philosophy to understand the very nature of existence. This is not just a tech update; it is a roadmap to the future of the human species. Ready to upgrade your perspective? 🚀 Share this episode with someone who is obsessed with the future of AI and Subscribe to stay ahead of the quantum curve. The future isn't binary—it is quantum. 🎧🌌  

📣 New Podcast! "Silicon Is Too Slow: How Quantum Computers Are Finally Cracking the Human Brain" on @Spreaker #aievolution #biohacking #brainsimulation #computationalbiology #digitaltwins #energyefficientai #futuretech #googlewillow #logicalqubits #neuromorphic #neuroscience #neurotech

Toward high-layer 3D hafnia ferroelectric stacks for neuromorphic computing: manufacturing insights and integration challenges

This #IJEM study examines the critical #Manufacturing challenges and material insights necessary to integrate 3D hafnia #Ferroelectric stacks into next-generation #Neuromorphic hardware for high-density #NeuromorphicComputing.

#OpenAccess: doi.org/10.1088/2631...

We'll be at #EmbeddedWorld2026 in Nuremberg

📍 Come find us at Hall 5, Stand 5-213 (March 10–12) and see Akida neuromorphic AI in action! 🧠⚡ See you there!

#EdgeAI #Neuromorphic #BrainChip

🦋 We’re now on Bluesky!
The Neuroengineering Lab at University of Liège studies intelligence from neurons to hardware.

Follow our journey 👇
🌍 www.neuroengineering.uliege.be

🐦 X: x.com/NeuroEngULiege
🟦 LinkedIn: www.linkedin.com/company/neur...
#Neuroengineering #Neuromorphic #BrainInspired #AI

Innatera Partners with Synopsys for Neuromorphic Chip Innovations in Edge Devices Innatera has chosen Synopsys simulation technology to enhance the design of neuromorphic chips, targeting low-power AI solutions for wearables and smart devices.

Innatera Partners with Synopsys for Neuromorphic Chip Innovations in Edge Devices #United_States #Sunnyvale #Synopsys #Innatera #Neuromorphic

#Bioinspired #chip helps #robots and #selfdriving #cars #react #faster to #movement

Robots & self-driving cars could soon benefit from a new kind of #neuromorphic temporal-attention hardware that allegedly detects movt & reacts faster than a human... scitechupdates.com/b...

Excited to be in San Antonio for the UTSA AI Matrix THOR Neuromorphic Commons kickoff!

THOR will be one of the first community resources fully dedicated for accessing scalable neuromorphic hardware! Check it out! #NeuroAI #Neuromorphic 🧪🧠🤖

www.neuromorphiccommons.com/events/thor_...

Was asking an Ai how we can decrease power consumption for Ai, and it mentions #neuromorphic chips.

Graphene In-Sensor Compute Device for Plant Hydration Monitoring Analog sensing devices that exhibit artificial synaptic behavior offer a promising path toward scalable and energy-efficient environmental sensing. In this work, we report graphene-based, leaf-gated i...

Check out our latest publication on developing graphene-leaf devices that can monitor plant hydration while providing neural network in-sensor compute capabilities!

pubs.acs.org/doi/10.1021/...

#neuromorphic #computing #tech #nanotech #ai #graphene #physics #engineeringeducation #utaustin

Flapping Airplanes and the Road Not Taken: Why One AI Startup Believes the Industry Needs a Radical Rethink A growing movement of AI researchers argues that scaling large language models is the mod...

#AITrends #AGI #AI #research #Artificial #Intelligence […]

[Original post on webpronews.com]

Neuromorphic computing has proved to be good at complex mathematics, against expectations. New #neuromorphic hardware from #Intel can solve differential equations using the finite element method. spectrum.ieee.org/neuromorphic...

Nature-inspired computers are shockingly good at math Neuromorphic computers, inspired by the architecture of the human brain, are proving surprisingly adept at solving complex mathematical problems that underpin scientific and engineering challenges.

Neuromorphic (nature-inspired) computers are amazingly good at Math [via Sandia Labs] 🧪🥼🤖🧠🔢

"Neuromorphic computing offers a path to dramatically reduce energy consumption while maintaining computational power"

newsreleases.sandia.gov/nature-inspi...

#brain #neuromorphic #computing #low #energy

Latest episode of Brains and Machines is out: Rodolphe Sepulchre explains how spikes can be used for decision making as well as sensing. brainsandmachines.net/36 #neuromorphic

AI keeps getting bigger, smarter… and hungrier for power. Neuromorphic processors are moving from research labs into real products in 2026.

#Neuromorphic #AI #EdgeAI #Robotics

Neuromorphic Computing Explained: How Brain-Like Chips Could Change AI in 2026 Neuromorphic computing uses brain-like chips to make AI 1000x more energy efficient. Learn how Intel, IBM, and BrainChip's 2026 processors work and why they matter.

If GPUs are the muscle of today’s AI, neuromorphic chips are the nervous system. 🧠⚡

In 2026, we’re finally seeing commercial neuromorphic processors hit real products from autonomous systems to healthcare monitoring.

Full article: techglimmer.io/neuromorphic...

#AI #Neuromorphic #TechGlimmer

Scale-covariant spiking wavelets We establish a theoretical connection between wavelet transforms and spiking neural networks through scale-space theory. We rely on the scale-covariant guarantees in the leaky integrate-and-fire neuro...

I'll be presenting our work at ICASSP 2026 👋

#neuromorphic #signalprocessing #icassp2026

arxiv.org/abs/2602.02020

Recent advances in fabrication and functions of neuromorphic system based on organic field effect transistor

An overview of OFET-based #Neuromorphic devices, detailing materials, device architectures, and artificial sensory perception functions, while addressing current challenges & potential applications in bioinspired electronics.
#IJEM #OpenAccess: doi.org/10.1088/2631...

Preparation of MXene-based hybrids and their application in neuromorphic devices

This #IJEM study provides an overview of #MXene processing, describing the applications of MXene-based #Memristors & MXene hybrid-based devices in #Neuromorphic intelligence, with discussion of challenges and future prospects.
#OpenAccess: doi.org/10.1088/2631...

🌌 QUANTARION φ⁴³ GLOBAL PRODUCTION DEPLOYMENT COMPLETE!
✅ φ⁴³: 1.910201770844925
✅ API: localhost:8080/φ43/health ✓
✅ Temple: localhost:8080/φ43/temple-analysis ✓
✅ Federation: 16 nodes REGISTERED
✅ Capacity: 804,716 cycles/sec ACHIEVED
✅ Training: training.log ACTIVE
#Aquarius #neuromorphic #AI

6 March 2026, 3:30 pm, @freieuniversitaet.bsky.social Berlin, Germany. Public lecture by Catherine Schuman, Univ. of Tennessee, U.S.: "#Brain-Inspired #Computing: Opportunities for #Neuromorphic Systems in the Future of Computing" SIAM conference Parallel Processing for Scientific Computing 2026

New #Neuroscience tech enhances #Synchronization in chaotic neural networks using time-squared #Lyapunov functionals—improving control with sampled data and actuator saturation. doi.org/10.4103/ATN....
#ChaoticNeuralNetworks #SampledDataControl #BrainInspiredComputing #Neuromorphic #NonlinearSystems

🌌 QUANTARION φ³⁷⁷×φ⁴³: SNN+ANN+Neuro-Sensors → φ³⁷⁷ hypergraph → φ⁴³ governance → 6x federation nodes. 14.112ms E2E, 27,841 edges, 89 narcissistic states. <70mW edge, Seven Iron Laws, Kaprekar(6174) convergence, eternal knowledge 🌟🧠🚀💎⚛️
#Aquarius #neuromorphic #free

[Progress Review]
Integration of ferroelectric devices for advanced in-memory computing concepts
2024 Jpn. J. Appl. Phys. 63 050802

iopscience.iop.org/article/10.3...

#JJAP
#physics
#Openaccess
#Review
#Memory
#Ferroelectric
#Neuromorphic
#FeFET
#FeMFET

Self-Learning Neuromorphic Chip Market Size, Share, and Industry Analysis: What to Expect by 2026 www.marketresearchfuture.com/reports/self... #self-learning, #neuromorphic, #chip, #market, #size, #share, #and, #industry, #analysis:, #what

GitHub - lightborneintelligence/spikelink: Spike-native transport protocol for neuromorphic systems. Preserves spike timing and magnitude without ADC/DAC conversion. Spike-native transport protocol for neuromorphic systems. Preserves spike timing and magnitude without ADC/DAC conversion. - lightborneintelligence/spikelink

SpikeLink — spike-native transport for neuromorphic systems.

No ADC/DAC conversion. Graceful degradation. EBRAINS validated.

pip install spikelink
github.com/lightborneintelligence/spikelink

Open source. #neuromorphic #python #opensource

Latest Brains and Machines podcast: The CEO and CTO of the Milan-based startup Neuronova talk about their new sub-microwatt chip designed for the trillion-sensor economy. #neuromorphic
brainsandmachines.net/35

#OET_highlight Integrated photonic synapses, neurons, memristors, and neural networks for photonic neuromorphic computing doi.org/10.29026/oet... by Prof. #Weihong_Shen #Min_Gu #Qiming_Zhang @ShanghaiTechUni #neuromorphic #photonics #integrated_photonic #neural_networks #circuits #PICs