What If Your Memory Could Think? www.eejournal.com/article/what... AnalogAI is harnessing Microchip’s analog compute-in-memory technology to bring smarter, ultra-low-power AI to the edge.
What If Your Memory Could Think?
The concept of analog artificial intelligence (AI) implemented using flash memory as the core compute element first impinged itself on my consciousness…
www.eejournal.com
October 27, 2026 at 3:02 PM
What If Your Memory Could Think? www.eejournal.com/article/what... AnalogAI is harnessing Microchip’s analog compute-in-memory technology to bring smarter, ultra-low-power AI to the edge.
AnalogAI adopts Microchip SAGE neuromorphic IP for Edge AI
AnalogAI has chosen memBrain™ Synaptic Analog Generative Engine (SAGE) neuromorphic hardware intellectual property (IP) from Microchip Technology’s Silicon Storage Technology® (SST®) subsidiary for its real-world edge AI processors.…
AnalogAI has chosen memBrain™ Synaptic Analog Generative Engine (SAGE) neuromorphic hardware intellectual property (IP) from Microchip Technology’s Silicon Storage Technology® (SST®) subsidiary for its real-world edge AI processors.…
AnalogAI adopts Microchip SAGE neuromorphic IP for Edge AI
AnalogAI has chosen memBrain™ Synaptic Analog Generative Engine (SAGE) neuromorphic hardware intellectual property (IP) from Microchip Technology’s Silicon Storage Technology® (SST®) subsidiary for its real-world edge AI processors. AnalogAI edge AI processors feature a hardware aware proprietary algorithm designed to simultaneously train and run inference on AI models in real-world environments. AnalogAI is utilizing SST’s memBrain SAGE IP to deliver high levels of analog compute-in-memory (aCIM) performance at or below one watt for ultra-low power edge…
freeaitoolsayoob.com
September 16, 2026 at 5:41 AM
AnalogAI adopts Microchip SAGE neuromorphic IP for Edge AI
AnalogAI has chosen memBrain™ Synaptic Analog Generative Engine (SAGE) neuromorphic hardware intellectual property (IP) from Microchip Technology’s Silicon Storage Technology® (SST®) subsidiary for its real-world edge AI processors.…
AnalogAI has chosen memBrain™ Synaptic Analog Generative Engine (SAGE) neuromorphic hardware intellectual property (IP) from Microchip Technology’s Silicon Storage Technology® (SST®) subsidiary for its real-world edge AI processors.…
Microsoft’s analog optical computer passed two practical tests: banking optimization and MRI reconstruction. Still early, but it points to faster, lower-energy AI for specific workloads.
#analogai #aihardware […]
#analogai #aihardware […]
Original post on writing.exchange
writing.exchange
February 28, 2026 at 12:42 PM
Microsoft’s analog optical computer passed two practical tests: banking optimization and MRI reconstruction. Still early, but it points to faster, lower-energy AI for specific workloads.
#analogai #aihardware […]
#analogai #aihardware […]
How analog in-memory computing could power the AI models of tomorrow
Analog in-memory computing, which enmeshes memory and compute, can eliminate bottlenecks
#analogai #analog #ai
https://research.ibm.com/blog/how-can-analog-in-memory-computing-power-transformer-models
Analog in-memory computing, which enmeshes memory and compute, can eliminate bottlenecks
#analogai #analog #ai
https://research.ibm.com/blog/how-can-analog-in-memory-computing-power-transformer-models
February 2, 2025 at 2:15 PM
How analog in-memory computing could power the AI models of tomorrow
Analog in-memory computing, which enmeshes memory and compute, can eliminate bottlenecks
#analogai #analog #ai
https://research.ibm.com/blog/how-can-analog-in-memory-computing-power-transformer-models
Analog in-memory computing, which enmeshes memory and compute, can eliminate bottlenecks
#analogai #analog #ai
https://research.ibm.com/blog/how-can-analog-in-memory-computing-power-transformer-models
Meet the Microwave Mind: World’s First Microwave Neural Network on a Chip
READ MORE HERE: dammedifyoudont.blogspot.com/2025/12/micr...
#MicrowaveChip #MicrowaveNeuralNetwork #AlyssaApsel #CornellMNN #NatureElectronicsAug14 #AnalogAI #EdgeAIRevolution #TensOfGHz #LowPowerCompute #FrequencyComb
READ MORE HERE: dammedifyoudont.blogspot.com/2025/12/micr...
#MicrowaveChip #MicrowaveNeuralNetwork #AlyssaApsel #CornellMNN #NatureElectronicsAug14 #AnalogAI #EdgeAIRevolution #TensOfGHz #LowPowerCompute #FrequencyComb
December 15, 2025 at 8:46 PM
Meet the Microwave Mind: World’s First Microwave Neural Network on a Chip
READ MORE HERE: dammedifyoudont.blogspot.com/2025/12/micr...
#MicrowaveChip #MicrowaveNeuralNetwork #AlyssaApsel #CornellMNN #NatureElectronicsAug14 #AnalogAI #EdgeAIRevolution #TensOfGHz #LowPowerCompute #FrequencyComb
READ MORE HERE: dammedifyoudont.blogspot.com/2025/12/micr...
#MicrowaveChip #MicrowaveNeuralNetwork #AlyssaApsel #CornellMNN #NatureElectronicsAug14 #AnalogAI #EdgeAIRevolution #TensOfGHz #LowPowerCompute #FrequencyComb
Very happy to share that our paper got a Spotlight at #ICML2026! 💡
This work explores two entirely distinct research directions, and we’d be excited to discuss it with anyone interested or curious!
📜 : arxiv.org/abs/2605.118...
#AnalogAI #PersistentMemory #ML #UltraLowPower #Multistability
This work explores two entirely distinct research directions, and we’d be excited to discuss it with anyone interested or curious!
📜 : arxiv.org/abs/2605.118...
#AnalogAI #PersistentMemory #ML #UltraLowPower #Multistability
May 13, 2026 at 6:09 AM
Very happy to share that our paper got a Spotlight at #ICML2026! 💡
This work explores two entirely distinct research directions, and we’d be excited to discuss it with anyone interested or curious!
📜 : arxiv.org/abs/2605.118...
#AnalogAI #PersistentMemory #ML #UltraLowPower #Multistability
This work explores two entirely distinct research directions, and we’d be excited to discuss it with anyone interested or curious!
📜 : arxiv.org/abs/2605.118...
#AnalogAI #PersistentMemory #ML #UltraLowPower #Multistability
Researchers mapped three ANN weights onto dual‑tree single‑clock adiabatic capacitive neurons, achieving 100 % classification parity and reduced chip area versus naive quantization. https://getnews.me/weight-mapping-for-dual-tree-single-clock-adiabatic-capacitive-neurons/ #analogai #capacitive
September 25, 2025 at 5:43 PM
Researchers mapped three ANN weights onto dual‑tree single‑clock adiabatic capacitive neurons, achieving 100 % classification parity and reduced chip area versus naive quantization. https://getnews.me/weight-mapping-for-dual-tree-single-clock-adiabatic-capacitive-neurons/ #analogai #capacitive
A phase-change memristor chip from Peking University now computes in under 10 milliseconds — up to 478x faster than an Nvidia A100 GPU.
#AnalogAI #Memristors #Neuromorphic
https://techxplore.com/news/2026-07-tiny-memristor-chip-brain-milliseconds.html
#AnalogAI #Memristors #Neuromorphic
https://techxplore.com/news/2026-07-tiny-memristor-chip-brain-milliseconds.html
July 25, 2026 at 3:50 PM
A phase-change memristor chip from Peking University now computes in under 10 milliseconds — up to 478x faster than an Nvidia A100 GPU.
#AnalogAI #Memristors #Neuromorphic
https://techxplore.com/news/2026-07-tiny-memristor-chip-brain-milliseconds.html
#AnalogAI #Memristors #Neuromorphic
https://techxplore.com/news/2026-07-tiny-memristor-chip-brain-milliseconds.html
Computation through physical dynamics, not logic gates.
#AnalogAI
https://techxplore.com/news/2026-05-silicon-oscillators-problems-thousands-years.html
#AnalogAI
https://techxplore.com/news/2026-05-silicon-oscillators-problems-thousands-years.html
May 12, 2026 at 6:52 PM
Computation through physical dynamics, not logic gates.
#AnalogAI
https://techxplore.com/news/2026-05-silicon-oscillators-problems-thousands-years.html
#AnalogAI
https://techxplore.com/news/2026-05-silicon-oscillators-problems-thousands-years.html
Microsoft’s analog optical computer passed two practical tests: banking optimization and MRI reconstruction. Still early, but it points to faster, lower-energy AI for specific workloads.
#AnalogAI #AIHardware
news.microsoft.com/source/featu...
#AnalogAI #AIHardware
news.microsoft.com/source/featu...
Microsoft’s analog optical computer cracks two practical problems and shows AI promise
A Microsoft analog optical computer has solved two optimization problems and shown potential for AI workloads using less energy.
news.microsoft.com
February 28, 2026 at 12:41 PM
Microsoft’s analog optical computer passed two practical tests: banking optimization and MRI reconstruction. Still early, but it points to faster, lower-energy AI for specific workloads.
#AnalogAI #AIHardware
news.microsoft.com/source/featu...
#AnalogAI #AIHardware
news.microsoft.com/source/featu...
Analog in-memory computing, which enmeshes memory and compute, can eliminate bottlenecks
#analogai #analog #ai
research.ibm.com/blog/how-can...
#analogai #analog #ai
research.ibm.com/blog/how-can...
Analog in-memory computing could power tomorrow’s AI models
Three new papers from IBM Research highlight the future role of analog in-memory computing in AI, both in the cloud and on the edge.
research.ibm.com
February 2, 2025 at 2:12 PM
Analog in-memory computing, which enmeshes memory and compute, can eliminate bottlenecks
#analogai #analog #ai
research.ibm.com/blog/how-can...
#analogai #analog #ai
research.ibm.com/blog/how-can...
Revolutionary Approach Slashes Generative AI's Growing Energy Demands
https://bytefeed.ai/technology/revolutionary-approach-slashes-generative-ais-growing-energy-demands/
#GenerativeAI #sustainability #AnalogAI
https://bytefeed.ai/technology/revolutionary-approach-slashes-generative-ais-growing-energy-demands/
#GenerativeAI #sustainability #AnalogAI
November 19, 2024 at 2:31 PM
Revolutionary Approach Slashes Generative AI's Growing Energy Demands
https://bytefeed.ai/technology/revolutionary-approach-slashes-generative-ais-growing-energy-demands/
#GenerativeAI #sustainability #AnalogAI
https://bytefeed.ai/technology/revolutionary-approach-slashes-generative-ais-growing-energy-demands/
#GenerativeAI #sustainability #AnalogAI
@vardotaja.bsky.social I mean tādā makrolīmenī, jau sagāja - beigās visu saskaitīja.
Nebija ātri, nebija elektroniski, daži cilvēki zaudēja amatu, bet pa lielam vēlēšanas notika.
Man liekas, tas liels pluss analogai balsošanai, ka tā 100% salūzt nevar beigās dežurants ar zīmuli var saskaitīt […]
Nebija ātri, nebija elektroniski, daži cilvēki zaudēja amatu, bet pa lielam vēlēšanas notika.
Man liekas, tas liels pluss analogai balsošanai, ka tā 100% salūzt nevar beigās dežurants ar zīmuli var saskaitīt […]
Original post on toot.lv
toot.lv
June 12, 2025 at 7:26 AM
@vardotaja.bsky.social I mean tādā makrolīmenī, jau sagāja - beigās visu saskaitīja.
Nebija ātri, nebija elektroniski, daži cilvēki zaudēja amatu, bet pa lielam vēlēšanas notika.
Man liekas, tas liels pluss analogai balsošanai, ka tā 100% salūzt nevar beigās dežurants ar zīmuli var saskaitīt […]
Nebija ātri, nebija elektroniski, daži cilvēki zaudēja amatu, bet pa lielam vēlēšanas notika.
Man liekas, tas liels pluss analogai balsošanai, ka tā 100% salūzt nevar beigās dežurants ar zīmuli var saskaitīt […]
AI generated a face with 6 fingers. I didn’t delete it. I launched an INVESTIGATION. 🕵️♂️🔍 This glitch isn’t noise — it’s a clue. #AnalogAI #GlitchForensics
April 24, 2026 at 1:03 AM
AI generated a face with 6 fingers. I didn’t delete it. I launched an INVESTIGATION. 🕵️♂️🔍 This glitch isn’t noise — it’s a clue. #AnalogAI #GlitchForensics
AI generated a face with 6 fingers. I didn’t delete it. I launched an INVESTIGATION. 🕵️♂️🔍 This glitch isn’t noise — it’s a clue. #AnalogAI #GlitchForensics
April 16, 2026 at 11:47 AM
AI generated a face with 6 fingers. I didn’t delete it. I launched an INVESTIGATION. 🕵️♂️🔍 This glitch isn’t noise — it’s a clue. #AnalogAI #GlitchForensics
AI made a face. I found 6 fingers. 🖐️ Instead of deleting it, I investigated. Now I run a secret club studying AI glitches — analog style. 🔍 #GlitchHunting #AnalogAI
April 15, 2026 at 8:18 AM
AI made a face. I found 6 fingers. 🖐️ Instead of deleting it, I investigated. Now I run a secret club studying AI glitches — analog style. 🔍 #GlitchHunting #AnalogAI
I spent 8 hours drawing what AI generated in 8 seconds. 🖋️🔥 The glitch isn’t a bug — it’s prophecy in charcoal. Analog AI is the rebellion against speed. #AnalogAI #ArtVsAlgorithm
April 10, 2026 at 11:58 AM
I spent 8 hours drawing what AI generated in 8 seconds. 🖋️🔥 The glitch isn’t a bug — it’s prophecy in charcoal. Analog AI is the rebellion against speed. #AnalogAI #ArtVsAlgorithm
Humans simulating AI with paper, dice, and a toaster? 🤯 Yep. Meet the Neural Luddites — no tech, all soul. #AnalogAI #SpiritualComputing 🌀
March 30, 2026 at 6:12 AM
Humans simulating AI with paper, dice, and a toaster? 🤯 Yep. Meet the Neural Luddites — no tech, all soul. #AnalogAI #SpiritualComputing 🌀
SHE’S NEVER USED AI… BUT SHE DRAWS NEURAL NETWORKS DAILY. Each color = a mood. Redraws after fights like ‘training data.’ 🧠🎨 #AnalogAI #ArtTherapy
March 29, 2026 at 11:01 AM
SHE’S NEVER USED AI… BUT SHE DRAWS NEURAL NETWORKS DAILY. Each color = a mood. Redraws after fights like ‘training data.’ 🧠🎨 #AnalogAI #ArtTherapy
SHE’S NEVER USED AI… BUT SHE DRAWS NEURAL NETWORKS DAILY. Each color = a mood. Redraws after fights like ‘training data.’ 🧠🎨 #AnalogAI #ArtTherapy
March 29, 2026 at 11:00 AM
SHE’S NEVER USED AI… BUT SHE DRAWS NEURAL NETWORKS DAILY. Each color = a mood. Redraws after fights like ‘training data.’ 🧠🎨 #AnalogAI #ArtTherapy
I TRAIN AI — WITHOUT A COMPUTER. 🤯 I draw neural networks by hand. Each stroke = a weight. Each color = a layer. No code. No GPU. Just pencils & presence. This is Analog AI — where overfitting is a spiritual flaw. #AnalogAI #MindfulTech
March 29, 2026 at 9:49 AM
I TRAIN AI — WITHOUT A COMPUTER. 🤯 I draw neural networks by hand. Each stroke = a weight. Each color = a layer. No code. No GPU. Just pencils & presence. This is Analog AI — where overfitting is a spiritual flaw. #AnalogAI #MindfulTech
I TRAIN AI — WITHOUT A COMPUTER. 🤯 Every morning, I draw neural networks by hand. 7 layers. Colored pencils. No code. No GPU. Just focus. This is Analog AI: where overfitting is a spiritual flaw. #AnalogAI #MindfulTech
March 29, 2026 at 9:45 AM
I TRAIN AI — WITHOUT A COMPUTER. 🤯 Every morning, I draw neural networks by hand. 7 layers. Colored pencils. No code. No GPU. Just focus. This is Analog AI: where overfitting is a spiritual flaw. #AnalogAI #MindfulTech
Never touched AI. Draws neural nets daily. 🖍️ Each color = a mood. Redraws after fights = ‘training data.’ Therapy? Or analog AI? 🧠💥 #AnalogAI #MindArt
March 29, 2026 at 4:52 AM
Never touched AI. Draws neural nets daily. 🖍️ Each color = a mood. Redraws after fights = ‘training data.’ Therapy? Or analog AI? 🧠💥 #AnalogAI #MindArt
Training AI by hand 🖍️ No code. No GPU. Just colored pencils & focus. Each line = a weight. Overfitting = spiritual flaw. 🌀 #AnalogAI #SlowTech
March 29, 2026 at 12:46 AM
Training AI by hand 🖍️ No code. No GPU. Just colored pencils & focus. Each line = a weight. Overfitting = spiritual flaw. 🌀 #AnalogAI #SlowTech