Top Tweets for #ECRAM
Memory chips are so crucial for AI (Micron/Sandisk check their performance ), but chemistry is quietly building the next AI revolution inside your chips.
Tiny batteries + moving ions = memory that thinks.
No more von Neumann bottleneck. #ECRAM #ReRAM #ChemistryChips #AnalogAI
Thread 👇 Stocks + the real science” #Sciencebasedinvesting
Imagine a toy battery inside your computer chip. Normal memory is just an on/off light switch (1 or 0).
Chemistry memory (ECRAM/ReRAM) uses special gooey electrolytes (polymers or metal-oxides like WO₃) and tiny charged particles (ions) that slide around like in a rechargeable battery. This creates hundreds of smooth ‘in-between’ levels—so the memory itself does the math for AI, super fast and using almost NO POWER LESS DATA CENTERS!!!
Learn these words!!!: redox reactions, ion migration, synaptic weights, neuromorphic computing, breaking the memory wall.
Real stock angle? No pure ECRAM tickers yet (still lab stuff from IBM/Sandia). But ReRAM cousins are live:
• Weebit Nano (ASX:WBT) – just licensed to Texas Instruments (TXN, dividends!) (ASX:4DS) – teaming with Infineon (dividends). Bigger dividend plays: TXN, NXP, IBM (research king),
2026 could be huge if they hit production. Chemistry isn’t just for batteries anymore—it’s the future of smarter chips! ⚡🧪📈
Thoughts? Game-changer or too early? #NextGenMemory #SemiconductorStocks” #Sunahmie #shotoniphone
GPUs are running out of runway.
Analog AI is stepping in.
ECRAM chips compute inside memory, cutting energy use by orders of magnitude and enabling real on-chip learning.
🎥 Watch: https://t.co/5lb1VBLzKE
#AnalogAI #ECRAM #AIHardware #EdgeAI #Semiconductors
🧠 #ECRAM: A non-volatile memory that uses ions to store analog values—ideal for AI synaptic weights. Researched by Stanford, IBM, Sandia. ⚡🔬
🔗 https://t.co/oa3KX8NxvZ
#AIHardware #Neuromorphic #AnalogComputing #MemoryTech
Eutrofización antropogénica y Contaminación emergente en un humedal mediterráneo en un contexto de cambio climático: Restauración de la calidad del agua mediante el uso de Adsorbentes Magnéticos (ECRAM) #ecram
وفي نُشر بحثهم في المجلة الدولية، Science Advances:👇
https://t.co/bmsHuzPQ02
حيث نجح الفريق في تصنيع أجهزة #ECRAM باستخدام #أشباه_الموصلات القائمة على ثلاثة أطراف في مصفوفة 64 × 64.
وأظهرت التجارب أن الأجهزة التي تضم أجهزة الفريق لها خصائص كهربائية وتبديلية ممتازة، إلى جانب العائد العالي والتوحيد.
بالإضافة إلى ذلك، طبق الفريق #خوارزمية #Tiki_Taka، وهي خوارزمية تعلٓم متطورة تعتمد على التناظرية، على هذه الأجهزة عالية العائد، مما أدى بنجاح إلى تعظيم دقة حسابات تدريب الشبكة العصبية للذكاء الاصطناعي.
ومن الجدير بالذكر أن الباحثين أظهروا تأثير خاصية "الاحتفاظ بالوزن" لتدريب الأجهزة على التعلم وأكدوا أن تقنيتهم لا تثقل كاهل الشبكات العصبية الاصطناعية، مما يسلط الضوء على إمكانية تسويق التكنولوجيا.
🔅🔅 هذا البحث مهم لأن أكبر مجموعة من أجهزة ECRAM لتخزين ومعالجة الإشارات التناظرية المذكورة في الأدبيات حتى الآن هي 10 × 10. وقد نجح الباحثون الآن في تنفيذ هذه الأجهزة على أوسع نطاق، مع خصائص متنوعة لكل جهاز.
وصرح البروفيسور سيونغ كيم من POSTECH:
"من خلال تحقيق مجموعات واسعة النطاق تعتمد على تقنيات أجهزة الذاكرة الجديدة وتطوير خوارزميات الذكاء الاصطناعي الخاصة بالتناظرية، حددنا إمكانات الأداء الحسابي للذكاء الاصطناعي وكفاءة الطاقة التي تتجاوز بكثير الأساليب الرقمية الحالية."
3️⃣
Chen et al. develop an #electrochemical #memory (#ECRAM) #array that can be accurately programmed without any feedback, offering unique capabilities for #training. #AI #hardware
Now out👉@NatureComms https://t.co/qoLgQfDKhP
Check out our paper on #ECRAM, where we decipher the chemical physics behind the potentiation and depression of this non Von Neumann compatible device. #neuromorphic #neuralnetworks
https://t.co/S87OH1nb6l
If you missed the presentation by Yiyang Li today @Materials_MRS in our #EL21_23mrs symposium you can read this article https://t.co/8wmSFbzdKk @IEEESpectrum. Read about the #ECRAM chip @IBMResearch #AI Hardware Center research.
Current candidates for a 'universal memory technology' (in a distant future):
-#ECRAM: fast, non-volatile (but so far, only for a few days)
-#FeRAM: superior in ALL respects except (so far) density
-#MRAM
-#PhaseChangeMemory: fast, but (beside other prob.) power-hungry
-#ReRAM
A goal of the #Tech-industry is to develop a 'univeral' memory-#technology that combines the virtues of RAM and Flash-memory in ONE memory-type.
#Flash-memory is still too slow to serve as RAM—let alone Cache—while #DRAM is too volatile (and expensive) to serve as mass-storage.
Week In Review: Semiconductor Manufacturing, Test https://t.co/DezLtW7V0r
#semiconductor #ECRAM #semiconductormanufacturing @IBM #NANDFlash #DRAM @SIAAmerica @YoleGroup @AmkorTechnology @SamsungSemicon
Electrochemical RAM may soon dominate memory systems - Researchers develop ECRAM that is easily integrable with silicon - Foresee astronomical amount of benefits - AI deployments set for exponential growth 🤠🤠🤠🤠
#ECRAM #NVM #AI #semiconductor #Memory
https://t.co/u5vHkh2E31
Illinois Researchers Achieve the First Silicon In... https://t.co/NFGKIvVZZ5
@uofigrainger #silicon #ecram #ai #powerelectronics
#ECRAM as Scalable #Synaptic Cell for High-Speed, #LowPower #NeuromorphicComputing
https://t.co/cKyPNpE0VG
Battery-inspired artificial synapses are gaining ground. Novel ECRAM devices use less energy, hold memory longer, and take up less space
#analogai #ecram #neuralnetworks https://t.co/t2LjXOEKgC
Computing With #Chemicals Makes Faster, Leaner Analog #AI - #IEEE Spectrum.
Called electrochemical RAM (#ECRAM), it is giving traditional transistor-based AI an unexpected run for its money—and is quickly moving toward the head o…https://t.co/hpyf14UmCI https://t.co/96HCLUd8Sp
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