Programmable Superconducting Neuromorphic Chip with In-Memory Computation and Dual-Timescale Plasticity

SPINIC: a Josephson-junction LIF neuron achieving 45GHz at 3.21fJ/SOP with picosecond STP and 10⁴s LTP, delivering 93,184 GSOPS/W — orders of magnitude beyond state-of-the-art CMOS neuromorphic processors.

#NeuromorphicComputing #SuperconductingCircuits #Research

Neuromorphyx + Prophesee + AKD1500: event-based camera detecting 1,000 events/sec at the edge. No 30fps bottleneck — direct sensor-to-Akida neural classification. Built for high-speed sensing.

#Neuromorphyx #BrainChip #NeuromorphicComputing #EdgeAI #EmbeddedWorld2026

Cycling a vanadium dioxide synaptic-like device at 1 MHz and watching it structurally switch inside an electron microscope. Turns out the phase front moves at running pace. At the nanoscale. In nanoseconds.

www.nature.com/articles/s41...

#NeuromorphicComputing #QuantumMaterials #ElectronMicroscopy

Memristor devices for next-generation computing: from performance optimization to application-specific co-design

An overview of #Memristor technologies, focusing on materials, device design, and co-design strategies that optimize performance and support applications in #NeuromorphicComputing, non-volatile memory, and hardware security.

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

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...

Chen et al. show that a time-squared augmented Lyapunov functional improves sampled-data #synchronization for chaotic neural networks, reducing conservatism and enhancing control precision. doi.org/10.4103/ATN.... #NeuralNetworks #NeuromorphicComputing #NonlinearDynamics #MedSky #neuroskyence

NITheCS Mini-school: ‘Introduction to Neuromorphic Computing’ by Dr Dean Brand (Stellenbosch University). Attend three online lectures: Wed 11, 18 & 25 March @ 14h00-15h00 SAST.
buff.ly/6Usrnn9
#NeuromorphicComputing #NextGenComputing #BrainInspiredAI #MachineLearning #ComputationalScience

Akida Pico Webinar Live The Webinar Goes Live on 24 February at: 8 AM PT If you would like to watch this broadcast in fullscreen, simply scan the QR code on your smartphone and interact with us. If you do not see the

🔴 We're LIVE! Join our Akida Pico Webinar for an exclusive look at BrainChip's latest ultra-low power NPU core for next-gen edge AI devices.

Join now 👉 https://brainchip.com/akida-pico-webinar-live

#AkidaPico #EdgeAI #NeuromorphicComputing

Neuromorphic computing draws from the structure of the human brain, creating systems that process information with greater efficiency while adapting through dynamic connections inspired by biological learning and supporting intelligent applications.

#NeuromorphicComputing #DigitalInnovation

Fabrication and integration of photonic devices for phase-change memory and neuromorphic computing

This review highlights advances in integrating chalcogenide #PhaseChangeMaterials with #SiliconPhotonics, enabling non‑volatile memory and #NeuromorphicComputing via wafer‑scale PCM devices for energy‑efficient #MachineLearning acceleration.

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

Neuromorphic Computing: Shaping the Future of Intelligent Systems
#NeuromorphicComputing #FutureOfComputing
#BrainInspiredComputing #ArtificialIntelligence
#NextGenTech #DeepTech
#AdvancedAI #TechInnovation
#ComputingTrends #DigitalFuture

Neuromorphic Computing future Neuromorphic Computing: Reimagining Intelligence Through Silicon Brains In a world increasingly driven by artificial intelligence and machine learning, traditional computing architec...

Neuromorphic Computing future
www.ekascloud.com/our-blog/neu...
#NeuromorphicComputing #FutureComputing
#ArtificialIntelligence #BrainInspiredAI
#NextGenTechnology #AdvancedComputing
#AIResearch #TechInnovation
#ComputingEvolution #DeepTech

Advances of embedded resistive random access memory in industrial manufacturing and its potential applications

This review analyzes the industrial evolution of embedded RRAM, highlighting its superior scalability and low power consumption while evaluating its transformative role in #NeuromorphicComputing and AI applications.

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

2026 New Speaking Events - Fortiva IT Consulting Fortiva IT Consulting %

I’ll be speaking at San Diego Underground and BSides this year about neuromorphic computing, AI on the edge, and what it means for cybersecurity and physical security.

More here:
fortivait.com/2026-new-spe...

#NeuromorphicComputing #Cybersecurity #AIOnTheEdge #EdgeAI #BSides #SanDiegoUnderground

Neuromorphic Computing future Neuromorphic Computing: Reimagining Intelligence Through Silicon Brains In a world increasingly driven by artificial intelligence and machine learning, traditional computing architec...

Neuromorphic Computing future
www.ekascloud.com/our-blog/neu...
#NeuromorphicComputing
#FutureComputing
#AIHardware
#BrainInspiredComputing
#NextGenTechnology
#ArtificialIntelligence
#EdgeAI
#CognitiveComputing
#MachineLearning
#DeepTech
#SemiconductorInnovation

For solution to AI’s energy crisis, look at the human brain | The-14 AI data centres guzzle power. Brain-inspired neuromorphic chips could cut energy use by merging memory and computing, enabling faster, private, low-power AI now

For solution to AI’s energy crisis, look at the human brain
#AI #ArtificialIntelligence #AIEnergy #FutureChips #NeuromorphicComputing #BrainInspiredAI #LowPowerAI #TechInnovation #MaterialsScience #The14 #The14Media
the-14.com/for-solution...

Neuromorphic Computing Breakthroughs: The Edge of AI Neuromorphic Computing Breakthroughs are changing the future of AI. We explore how these brain-inspired chips offer massive energy efficiency for sophisticated machine learning.

The Silicon Brain: Decoding Neuromorphic Computing Breakthroughs by @carlostorresit.bsky.social atlaxion.com/the-silicon-... #NeuromorphicComputing #EdgeAI #Atlaxion

Visual of a brain encircled by interconnected lines, representing the exploration of neuromorphic computing for energy-efficient AI.

Inspired by the inner workings of the #HumanBrain, #NeuromorphicComputing could potentially help reduce AI’s high #energy cost. A PNAS Core Concept explainer: https://ow.ly/Jk9x50XrNr9

#AI #ArtificialIntelligence #LLMs #ChatGPT #NeuralNetwork #DataCenter

Focus on Neuromorphic Devices This Focus highlights advances in neuromorphic devices for bio-inspired sensing, computing and human–machine interfaces

Our Nov 2025 issue features a Focus on #NeuromorphicDevices showcasing innovations in #bio-inspired #sensing, #computing and #human-machineinterfaces, and two UK national centres in #neuromorphiccomputing tech and hardware🧠 Take a look 😉💡
#electronics #photonics #AI

www.nature.com/collections/...

From 2020 to 2030, data center electricity consumption will continue to vary greatly by region, according to projections from the International Energy Association (IEA). Image credit: IEA, licensed under CC BY 4.0.

Inspired by the inner workings of the #HumanBrain, #NeuromorphicComputing could potentially help reduce AI’s high #energy costs. A PNAS Core Concept explainer: https://ow.ly/e9W150Xpsbv

#AI #ArtificialIntelligence #LLMs #ChatGPT #NeuralNetwork #DataCenter

Re-consent

The Traditional Landscape of AI Hardware
What’s Fueling the Shift in AI Hardware? #AffordableAI #AIchips #AIHardware #artificialintelligence #deeplearning #futureofAI #GPU #NeuromorphicComputing
pintiu.com/ai-hardware-...

Original post on writing.exchange

First neuromorphic computer with 2 billion neurons

The system consists of 15 blade-type neuromorphic servers with 960 Darwin 3 chips. Each chip supports more than 2.35 million spiking neurons and hundreds of millions of synapses.

#AI #neuromorphiccomputing […]

Darwin Monkey, premier ordinateur neuromorphique au monde à 2 milliards de neurones En Chine, une équipe de chercheurs a mis au point un ordinateur neuromorphique d'une puissance jamais atteinte. Cette innovation va permettre de concevoir des systèmes informatiques plus perfo...

First neuromorphic computer with 2 billion neurons

The system consists of 15 blade-type neuromorphic servers with 960 Darwin 3 chips each chip supports more than 2.35 million spiking neurons and hundreds of millions of synapses.

#AI #neuromorphiccomputing

www.futura-sciences.com/tech/actuali...

Visual of a brain encircled by interconnected lines, representing the exploration of neuromorphic computing for energy-efficient AI.

Can #NeuromorphicComputing help reduce AI’s high #energy cost? Researchers see big potential in #EnergyEfficient systems inspired by the #HumanBrain. A PNAS Core Concept explainer: https://ow.ly/45rk50XkYt5

#AI #ArtificialIntelligence #LLMs #ChatGPT #NeuralNetwork #DataCenter

Excited to announce our partnership with Parsons to integrate Akida™ processors in defense systems!

🔗Learn more: bit.ly/BrainChipParsons

#AIInnovation #DefenseTech #NeuromorphicComputing #IntelligentSystems #EdgeComputing #TechPartnership #FutureOfAI #AdaptiveAI #ResilientTech

🔗gadgetrain.com/read/blog/neuromorphic-c...

#NeuromorphicComputing #AIHardware #TechInnovation #FutureTech #AI #MachineLearning #Robotics #SustainableTech

🌟 What if computers could think like humans? Discover a new neuron using light and electricity to revolutionize computing, making AI faster and more energy-efficient. How will this innovation transform our world? #NeuromorphicComputing #AI #Innovation LINK

Mercedes-Benz wows Shanghai Fashion Week with Vision Iconic
#ArtDeco #automateddriving #BrainChip #electricshowcar #Futurride #iconicdesign #MercedesBenz #MercedesBenzVisionIconic #neuromorphiccomputing #photovoltaicpaint #ShanghaiFashionWeek #solarpaint
futurride.com/2025/10/14/m...

Polymer-based probabilistic bits for thermodynamic computing Probabilistic bits (p-bits) are stochastic hardware elements whose output probability can be tuned by an input bias, offering a route to energy-efficient architectures that exploit, rather than suppre...

🚨 New preprint from the Foulger Research Group 🚨

We report the first demonstration of polymer-based probabilistic bits (p-bits) as building blocks for thermodynamic computing.
📄 Read it here: arxiv.org/abs/2509.21372

#PolymerElectronics #NeuromorphicComputing #pbits #ThermodynamicComputing