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
Trained an AI with PENCILS. 🖍️⚡ 7 layers. 128 neurons. Zero emissions. My training loop? Meditation. #AnalogAI #SlowTech
March 24, 2026 at 8:38 AM
Trained an AI with PENCILS. 🖍️⚡ 7 layers. 128 neurons. Zero emissions. My training loop? Meditation. #AnalogAI #SlowTech
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
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.…
@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 […]
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...
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
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
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 […]
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
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
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...
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
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 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