If #AI were a historical timeline, #RNN and #LSTM were the early trailblazers—laying the foundation for the rise of #GPT and #BERT, the transformers that reshaped how machines understand and generate human language.
Free Them All: On Palestinian Political Prisoners
MASK UP, WE NEED YOU: Palestinian Solidarity, Covid-19, and the Struggle for Liberation
@rimoskyo
#Palestine #FreePalestine #CenterRevolutionaryPalestineVoices #RNN
They said prison walls were unbreakable.
Mohammad and 5 other fellas dared to reclaim their freedom in 2021 escaping from Gilboa prison.
After 23 years behind bars he's now free again.
Much more about this story.. Coming this Thursday 17th
on youtube in occasion of prisoners day! "Freedom accepts those who love it," Mohammad al-Arda
says. Keep fighting with us for a more just reality!
https://youtube.com/playlist?list=PLHTXa06HVywKcjELQgYK2MTKEST5ZojX1&si=fwnEbvLt1_ScjPgT
#Palestine #FreePalestine #CenterRevolutionaryPalestineVoices #RNN
🔴 Frente Popular para la Liberación de Palestina con motivo del Día de los Presos Palestinos - 17 de abril
telegram: RNN_Prisoners
#Palestina #PalestinaLibre #CentrarVocesPalestinasRevolucionarias #RNN
🔴 Fronte Popolare per la Liberazione della Palestina in occasione della Giornata dei Prigionieri Palestinesi - 17 aprile
telegram: RNN_Prisoners
#Palestina #PalestinaLibera #CentrareLeVociRivoluzionariePalestinesi #RNN
🔴 Popular Front for the Liberation of Palestine on the Occasion of Palestinian Prisoners’ Day - April 17
telegram: RNN_Prisoners
#Palestine #FreePalestine #CenterRevolutionaryPalestineVoices #RNN
Нейросетевой подход для классификации событий отслеживаемых сверхширокополосным радаром
В данной статье речь пойдёт о том, как используя разные архитектуры нейронных сетей классифицировать данные полученные со сверхширокополосного радара " XETHRU by NOVELDA X4M02 290056-010 " . Моя работа основана на публикации " UWB-gestures, a public dataset of dynamic hand gestures acquired using impulse radar sensors " в которой подробно рассмотрена задача классификации человеческих жестов заснятых на сверхширокополосный радар при помощи свёрточной нейронной сети. Авторы оригинальной статьи выложили весь датасет собранный ими в открытый доступ, благодаря чему у меня появилась возможность воспроизвести их результат, а так же превзойти его применив архитектуры рекуррентных нейронных сетей и трансформеров. Оригинальная статья: https://www.researchgate.net/publication/350811193_UWB-gestures_a_public_dataset_of_dynamic_hand_gestures_acquired_using_impulse_radar_sensors https://www.nature.com/articles/s41597-021-00876-0 Данные: https://figshare.com/articles/dataset/A_Public_Dataset_of_Dynamic_Hand-gestures_Acquired_using_Impulse-radar_sensors_/12652592 Мой GitHub с кодом: https://github.com/DenissStepanjuk/UWB-Gestures-classification-with-Neural-Networks Ознакомиться.
https://habr.com/ru/articles/897714/
#RNN #attention #cnn #UWB #СШП #сверхширокополосная_радиолокация #трансформеры #искусственный_интеллект #радарные_датчики #радар
Deep Dive into Deep Learning - CNN, RNN, GAN, Transformers, Encoder Deco... https://youtu.be/7XiP-cl2Yj4?si=CNRvpQgjs40Cg8sE
#DeepLearning #AI #CNN #RNN #GAN #Transformers #EncoderDecoder #MachineLearning #ArtificialIntelligence #TechExplained #DataScience
"End-to-end #Stroke Imaging Analysis using Effective Connectivity and Interpretable Artificial intelligence"
To study the disconnections due to stroke we propose a reservoir-computing causality.
"reservoirs" are high-dimensional dynamic system (implemented as a fixed #RNN) transforming input data into a feature space through recurrent dynamics
Paper: https://ieeexplore.ieee.org/document/10839398
Code: https://github.com/Wotaker/Effective-Connectivity-Reservoir-Computing.
Video Abstract: https://www.youtube.com/watch?v=zWUpVDZUyEQ
Mathematics opens black box of AI decision-making
https://phys.org/news/2025-01-mathematical-technique-black-ai-decision.html
* understanding how neural networks (NN) make decisions
* poorly understood process in machine learning
Image segmentation w. traveling waves in exactly solvable recurrent NN
https://www.pnas.org/doi/10.1073/pnas.2321319121
* RNN performing simple image segmentation, also exactly mathematically solvable
* math understanding precisely how int. connections w/i NN create visual computations
Nieuwe doorbraken in grootschalige ai modellen: een blik op de toekomst https://www.trendingtech.news/trending-news/2024/12/50322/nieuwe-doorbraken-in-grootschalige-ai-modellen-een-blik-op-de-toekomst #AI-modellen #transformers #RNN #Mamba #kunstmatige intelligentie #Trending #News #Nieuws
Resistance News Network Statement on Lebanon Ceasefire
As of this moment, a ceasefire agreement is supposed to be in effect between the resistance in Lebanon and the failing zionist entity.
The agreement stipulates a total zionist withdrawal from Lebanese territory, restoring Lebanese sovereignty while notably preserving Hezbollah’s strength and resources in the country.
The zionist army, in spite of its destructive capability and bloodthirsty practices, found itself unable to dismantle the steadfast resistance, born from and consisting of the unbreakable righteous people of Lebanon.
From October 8 until today, the Islamic Resistance in Lebanon has worked tirelessly to support its oppressed brothers and sisters in Gaza. They launched thousands of operations against the zionist entity, announcing 3,763 of them in official statements. They killed and wounded thousands of zionist soldiers, and displaced over 200,000 settlers in a bound towards the final liberation. The Lebanese resistance and its people sacrificed everything, from fighters to homes, men, women, children, and the martyr leader, Secretary General Sayyed Hassan Nasrallah. Over 4,000 martyrs have ascended in Lebanon throughout the course of this war, among them 200 paramedics.
As this ceasefire takes effect, hundreds of thousands of displaced Lebanese are already returning to their homes. They will rebuild their homes, bury their martyrs, nurse their wounded, and nurture their children. Through their resistance, they have stood against the forces of evil in the world and lived to write the history of their historic deeds.
This is the future which we pray for for the oppressed Palestinian people, and which will be fulfilled in no small part thanks to the actions of Hezbollah in Lebanon. We thank the resistance for all it has offered in service of this righteous cause, knowing that our people remain united in spirit and will unite in Al-Quds under the banner of a liberated Palestine.
“And victory is not but from Allah, the Almighty, the Wise.”
Source: Resistance News Network
https://abolitionmedia.noblogs.org/?p=12736
#alAqsaFlood #ceasefire #hezbollah #lebanon #palestine #RNN #westAsia
NVIDIA RTX 5090 Launch Buzz, points to a 2024 announcement, & possibly early 2025 launch.
Possible co-launch events?
* CES - Jan 7-10, 2025
* GDC - Mar 17-21, 2025
* SigGraph - Aug 10-14, 2025
I'd be surprised if NVIDIA paper launches before Christmas.
#Nvidia #RTX #5090
#VideoGames #AI #RNN #LLM
#GenAI #Graphics
#TechNews #Rumors #LaunchDates
Спам – это ОК! Массовые рассылки как стимул развития цивилизации
Я застал те времена, когда спама еще практически не было — каждое рекламное письмо в моём электронном почтовом ящике казалось чем-то диковинным, и значительная их часть прочитывалась из чистого любопытства. Однако вскоре объём подобного мусора стал расти в геометрической прогрессии, появились трояны, рассылавшие свои копии по списку контактов на зараженной машине, потом жулики освоили фишинг… От спама страдали и продолжают страдать миллионы людей во всем мире. Но если бы спама не существовало, его, пожалуй, следовало бы придумать. И вот почему.
https://habr.com/ru/articles/856066/
#спам #спамфильтр #электронная_почта #email #ИИ #фишинг #эвристика #ML #SVM #RNN #NLP
A Machine Learning-Based Approach For Flash Flood Susceptibility Mapping Considering Rainfall Extremes In The Northeast Region Of Bangladesh
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https://doi.org/10.1016/j.asr.2024.10.047 <-- shared paper
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#GIS #spatial #mapping #water #hydrology #climatechange #extremeweather #flood #flooding #flashflood #maps #susceptibility #Bangladesh #remotesensing #field #historical #rainfall #extremes #AI #machinelearning #ANN #RNN #RFGB #CatBoost #risk #hazard #model #modeling #planning #management #preparation #prediction #precipitation
'MLRegTest: A Benchmark for the Machine Learning of Regular Languages', by Sam van der Poel et al.
http://jmlr.org/papers/v25/23-0518.html
#lstm #mlregtest #rnn