#reservoircomputing search results
Li #attractor=chaotic vibes like Lorenz/Chen use its wild dynamics for #ReservoirComputing to process time series. The truth: just use it because it looks cool⚔🏴☠️🌊 def dequan_li(x,y,z): dx = a*(y - x) + y*z dy = b*x - x*z+y dz = c*z + x*y/3 return dx,dy,dz
🚀 Featured in Dynamics 🧩 Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective 🔗 Read more: mdpi.com/2673-8716/4/3/… #QuantumComputing #ReservoirComputing #AutonomousSystems #NonlinearDynamics
Super interesting talk by Susan Stepney at @EvostarConf on #reservoircomputing, interpreting computations as dynamical systems.
📢 New preprint available! We propose ResCP, a novel training-free conformal prediction method for time series. 🔗 Read the preprint: arxiv.org/abs/2510.05060 🤝 @andreacini1994, @mmbronstein, @FilippoMariaBi1 #conformalprediction #timeseries #reservoircomputing
📢 Introducing QCi's Reservoir Computers - affordable and sustainable AI. Embrace the power of edge computing with our portable device, revolutionizing neuromorphic hardware. Learn more about our new product at: quantumcomputinginc.com/reservoir-comp… #reservoircomputing #ai
Interested in a visual representation? 👀 Take a look at the charts illustrating the accuracy of our Reservoir Computer. #QCi #AI #ReservoirComputing Learn more at quantumcomputinginc.com
Hello from our Hoboken lab! 🔬 Producing photonic hardware solutions doesn’t stop! 🌐 See our reservoir computers on the right? Efficient and high-speed. Learn more at - quantumcomputinginc.com/offerings/rese… #QuantumComputing #ReservoirComputing #AI #Quantum #Photonic #PhotonicHardware
Updated on the 🧠#brain effective connectivity library. 1. Added #Reservoircomputing causality as nonlinear #Granger: github.com/alecrimi/effco… 2. Now lables on to the nodes 3. Added directionality shown with colors from blue to white (white as the arrows) github.com/alecrimi/effco…
New review online @Innov_Materials ! Physical reservoir computing for Edge AI applications. Read more doi.org/10.59717/j.xin… #EdgeAI #ReservoirComputing #NeuromorphicComputing #LowPowerAI #PhysicalAI #HardwareAI #InMemoryComputing #materials
The amazing @Milano_Gian talking about physical #reservoircomputing at the #sustainable #rnn tutorial at @ECMLPKDD
Christof Teuscher will be teaching a tutorial on "Material and Physical Reservoir Computing for Beyond-CMOS Electronics" at the IEEE International Symposium on Circuits and Systems (ISCAS). iscas2023.org/tutorials #iscas2023 #reservoircomputing #beyondCMOS #tutorial
✈️ to #Hannover to present our work on #residual #reservoircomputing at the international conference on #neuromorphic, #natural and #physical computing
🧩 New paper by SFI’s @YuanzhaoZhang and Sean Cornelius at @TorontoMet explores #ReservoirComputing in chaotic systems. They identify limitations previously overlooked, suggesting a catch-22 that is difficult to avoid. santafe.edu/news-center/ne…
#APEX Spotlights article 👉 iopscience.iop.org/article/10.358… Inverted input method for computing performance enhancement of the ion-gating reservoir Appl. Phys. Express 17 024501 #jsap #ReservoirComputing #IonGatingReservoir #ElectricDoubleLayerTransistor
Christof Teuscher gave a tutorial on "Material and Physical Reservoir Computing for Beyond-CMOS Electronics" at the IEEE ISCAS conference. Slides and more are available at teuscher-lab.com/iscas2023tutor… #tutorial #reservoircomputing @psu_research @EcePdx @MaseehCollege
At NNPC conference in Hannover, with #reservoircomputing hero Herbert Jaeger, pioneer of #echostatenetworks and #conceptors ❤️
Via #OPG_OpticaQ: Quantum optical reservoir computing powered by boson sampling bit.ly/45vbh29 #NeuralNetworks #ReservoirComputing @OISTedu
#simplicialcomplex + #Causality +#Reservoircomputing: "Higher-order Granger reservoir computing: simultaneously achieving scalable complex structures inference and accurate dynamics prediction" nature.com/articles/s4146… #dynamicalsystem #ML #AI
【Research Highlights Vol.85】 High-performance Physical Reservoir Computing with Multi-detection Chaotic Spin Wave Interference nims.go.jp/mana/research/… #Spinwaveinterference #Reservoircomputing #Neuromorphiccomputing #Brain_morphiccomputingdevice #Chaos #ArtificialIntelligence
🚀 Featured in Dynamics 🧩 Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective 🔗 Read more: mdpi.com/2673-8716/4/3/… #QuantumComputing #ReservoirComputing #AutonomousSystems #NonlinearDynamics
📢 New preprint available! We propose ResCP, a novel training-free conformal prediction method for time series. 🔗 Read the preprint: arxiv.org/abs/2510.05060 🤝 @andreacini1994, @mmbronstein, @FilippoMariaBi1 #conformalprediction #timeseries #reservoircomputing
Via #OPG_OpticaQ: Quantum optical reservoir computing powered by boson sampling bit.ly/45vbh29 #NeuralNetworks #ReservoirComputing @OISTedu
I have successfully completed the organization of a special issue on deep learning and reservoir computing. #ArtificialIntelligence #DeepLearning #ReservoirComputing frontiersin.org/journals/artif…
Giyilebilir Teknolojide Devrim: Vücudunuz Veri İşleyicisi Oluyor #Biyoteknoloji #GiyilebilirTeknoloji #ReservoirComputing #VeriIşleme teknoscope.com/giyilebilir-te…
teknoscope.com
Giyilebilir Teknolojide Devrim: Vücudunuz Veri İşleyicisi Oluyor | Teknoscope - Teknolojiyi...
Japonya’dan bir bilim insanı, insan vücudunun tıpkı bir bilgisayar gibi veri işlemek ve karmaşık problemleri çözmek için nasıl kullanılabileceğini gösterdi. Bu çığır açıcı gelişme, insan dokusunun...
New review online @Innov_Materials ! Physical reservoir computing for Edge AI applications. Read more doi.org/10.59717/j.xin… #EdgeAI #ReservoirComputing #NeuromorphicComputing #LowPowerAI #PhysicalAI #HardwareAI #InMemoryComputing #materials
New online @Innov_Materials ! Physical reservoir computing for Edge AI applications. A leap toward real-time learning on low-power devices! Read more doi.org/10.59717/j.xin… #EdgeAI #ReservoirComputing #Neuromorphic #AIHardware #LowPowerAI #PhysicalComputing…
#Biological tissue can process information like a computer, using #ReservoirComputing. This approach, tested with human muscle data, shows potential for wearable devices leveraging our own tissue for computation. @ieeeaccess doi.org/g893h5 techxplore.com/news/2025-03-h…
techxplore.com
Humans as hardware: Computing with biological tissue
Most computers run on microchips, but what if we've been overlooking a simpler, more elegant computational tool all this time? In fact, what if we were the computational tool?
Updated on the 🧠#brain effective connectivity library. 1. Added #Reservoircomputing causality as nonlinear #Granger: github.com/alecrimi/effco… 2. Now lables on to the nodes 3. Added directionality shown with colors from blue to white (white as the arrows) github.com/alecrimi/effco…
#simplicialcomplex + #Causality +#Reservoircomputing: "Higher-order Granger reservoir computing: simultaneously achieving scalable complex structures inference and accurate dynamics prediction" nature.com/articles/s4146… #dynamicalsystem #ML #AI
#TUS #researchers revealed a novel #ReservoirComputing method with a #GeneralizedReadout that boasts improved #accuracy and #robustness, with significant promise for a variety of fields. Read more here: ow.ly/ocs950UHhCK
A novel #ReservoirComputing method with a #GeneralizedReadout has been developed by #TUS #researchers. This #Innovative method boasts improved #accuracy and #robustness while maintaining the #simplicity and #efficiency. Read more: ow.ly/i72A50UHhI3
Next-Gen AI Hardware Uses Spin Waves to Unlock Unmatched Computing Power 🌐💡📊 azoai.com/news/20250119/… #AI #SpinWaves #ReservoirComputing #IonGating #AdvancedScience #Neuromorphic #Innovation #EnergyEfficiency #MagneticMaterials #Computing
azoai.com
Next-Gen AI Hardware Uses Spin Waves to Unlock Unmatched Computing Power
Researchers developed an iono-magnonic reservoir computing device leveraging spin wave manipulation through ion-gating, achieving groundbreaking computational efficiency for AI systems.
Predicting the Unpredictable: The New Era of Reservoir Computing 🔬🤖📊 azoai.com/news/20250116/… #ReservoirComputing #MachineLearning #ChaosTheory #NonlinearDynamics #ArtificialIntelligence #GeneralizedReadout
#TUS #researchers revealed a novel #ReservoirComputing method with a #GeneralizedReadout that boasts improved #accuracy and #robustness, with significant promise for a variety of fields. Read more here: ow.ly/ocs950UHhCK
New review online @Innov_Materials ! Physical reservoir computing for Edge AI applications. Read more doi.org/10.59717/j.xin… #EdgeAI #ReservoirComputing #NeuromorphicComputing #LowPowerAI #PhysicalAI #HardwareAI #InMemoryComputing #materials
Nice #LivingTechnologyLab seminar today on #ReservoirComputing with #CellularAutomata, with special guests @cisne_hug and @MartinuzziFra!!! @OsloMetAI @DeepCA_NFR @SocratesNFR @teknologidesign @OsloMet
A chapter in a recently published book explains potential applications of #SpinTorque #nanooscillators in #ReservoirComputing. link.springer.com/chapter/10.100… @FlavioABAR @DamienQuerlioz @danij_markov @julie_grollier @umphycnrsthales @AIST_JP @CornellEng @NIST @C2N_com @UnivParisSaclay
#reservoircomputing uses #feedback loops for a kind of "memory," but we don't try to train the internal weights - just the output weights. OR the reservoir doesn't even have to be an artificial #neuralnetwork; it can be a sloshy bucket of water with a camera on it. (Slide 3)
Updated on the 🧠#brain effective connectivity library. 1. Added #Reservoircomputing causality as nonlinear #Granger: github.com/alecrimi/effco… 2. Now lables on to the nodes 3. Added directionality shown with colors from blue to white (white as the arrows) github.com/alecrimi/effco…
Via #OPG_OpticaQ: Quantum optical reservoir computing powered by boson sampling bit.ly/45vbh29 #NeuralNetworks #ReservoirComputing @OISTedu
Susan Stepney, first awardee of Julian Miller award, gives her seminar on #reservoircomputing at @EvostarConf. I share her vision of computation as a form of dynamical system. Whenever time (ie, sequentiality) matters, as in evolutionary computation, there's a dynamical system.
Just received some copies of the Complex Systems journal vol. 26 n. 4 with our new article on #DeepLearning with Cellular Automaton-based #ReservoirComputing 😀 #ArtificialIntelligence #ComplexSystems
2月22日(火)14:00-15:30に、P板.comとQuantumCoreが「レザバーコンピューティングでカメラレスエッジAIの実現〜エッジAIと電流波形による異常検知・状態推定開発セミナー〜」をオンライン開催。詳細は bit.ly/3ADgZzc に。 #seminar #ReservoirComputing #EdgeAI
"Why should we care about high-dimensional landscapes? Because they are everywhere." "They are often littered with local minima competing for phase space. Can we use machine learning to predict these devilishly complicated basins?" - SFI Fellow @YuanzhaoZhang #ReservoirComputing
New online @Innov_Materials ! Physical reservoir computing for Edge AI applications. A leap toward real-time learning on low-power devices! Read more doi.org/10.59717/j.xin… #EdgeAI #ReservoirComputing #Neuromorphic #AIHardware #LowPowerAI #PhysicalComputing…
Hello from our Hoboken lab! 🔬 Producing photonic hardware solutions doesn’t stop! 🌐 See our reservoir computers on the right? Efficient and high-speed. Learn more at - quantumcomputinginc.com/offerings/rese… #QuantumComputing #ReservoirComputing #AI #Quantum #Photonic #PhotonicHardware
#Nanotech: researchers demonstrate that electrical signals from self-organized networks of nanoparticles can emulate the complexity of the brain. The approach could lead to innovative applications for #ReservoirComputing and #NeuromorphicComputing advances.sciencemag.org/content/5/11/e…
～JJAP Spotlight article (FREE ARTICLE)のご紹介～ iopscience.iop.org/article/10.358… Ag2S island network reservoir that works with direct optical signal inputs Jpn. J. Appl. Phys. 62 (2023) SG1001 Published 11 January 2023 #jsap #JJAP #ReservoirComputing #PhysicalReservoir #Ag2S
#APEX Spotlights article 👉 iopscience.iop.org/article/10.358… Inverted input method for computing performance enhancement of the ion-gating reservoir Appl. Phys. Express 17 024501 #jsap #ReservoirComputing #IonGatingReservoir #ElectricDoubleLayerTransistor
"Maybe some #search problems cannot be solved except with an evolutionary approach." Using #ReservoirComputing to run evolutionary models of propagating patterns in the #brain. Dániel Czégel of @ASU streaming now on YouTube: youtube.com/watch?v=S9JRVJ…
📢 Introducing QCi's Reservoir Computers - affordable and sustainable AI. Embrace the power of edge computing with our portable device, revolutionizing neuromorphic hardware. Learn more about our new product at: quantumcomputinginc.com/reservoir-comp… #reservoircomputing #ai
#JJAP Spotlights article👉 iopscience.iop.org/article/10.358… Dual integration design of approximate random weight generator and computation-in-memory for event-based neuromorphic computing Jpn. J. Appl. Phys. 63 03SP83 #jsap #ReservoirComputing #SpikingNeuralNetwork #RandomNumberGenerator
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