Uncovering the Computational Roles of Nonlinearity in Sequence Modeling Using Almost-Linear RNNs
Manuel Brenner, Georgia Koppe
Action editor: William Redman
https://openreview.net/forum?id=qI2Vt9P9rl
#rnns #recurrent #rnn
Latest posts tagged with #RnN on Bluesky
Uncovering the Computational Roles of Nonlinearity in Sequence Modeling Using Almost-Linear RNNs
Manuel Brenner, Georgia Koppe
Action editor: William Redman
https://openreview.net/forum?id=qI2Vt9P9rl
#rnns #recurrent #rnn
Fast weight programming and linear transformers: from machine learning to neurobiology
Kazuki Irie, Samuel J. Gershman
Action editor: Robert Legenstein
https://openreview.net/forum?id=TDG8EkNmQR
#rnns #synaptic #rnn
Aviation weather for Bornholm airport in Rønne area (Denmark) is “EKRN 121050Z AUTO 07016KT 6000 -RA OVC008/// 01/00 Q0984” : See what it means on https://www.bigorre.org/aero/meteo/ekrn/en #bornholmairport #airport #ronne #denmark #ekrn #rnn #metar #aviation #aviationweather #avgeek vl
Aviation weather for Bornholm airport in Rønne area (Denmark) is “EKRN 261050Z AUTO 07019KT 4800 -DZ BR OVC004/// 01/00 Q1001” : See what it means on https://www.bigorre.org/aero/meteo/ekrn/en #bornholmairport #airport #ronne #denmark #ekrn #rnn #metar #aviation #aviationweather #avgeek vl
Uncovering the Computational Roles of Nonlinearity in Sequence Modeling Using Almost-Linear RNNs
New #TMLR-Paper-with-Video:
Uncovering the Computational Roles of Nonlinearity in Sequence Modeling Using Almost-Linear RNNs
Manuel Brenner, Georgia Koppe
https://tmlr.infinite-conf.org/paper_pages/qI2Vt9P9rl
#rnns #recurrent #rnn
New #Survey Certification:
Fast weight programming and linear transformers: from machine learning to neurobiology
Kazuki Irie, Samuel J. Gershman
https://openreview.net/forum?id=TDG8EkNmQR
#rnns #synaptic #rnn
Recurrent Natural Policy Gradient for POMDPs
Semih Cayci, Atilla Eryilmaz
Action editor: Martha White
https://openreview.net/forum?id=6G01e0vgIf
#rnns #rnn #reinforcement
DRDT3: Diffusion-Refined Decision Test-Time Training Model
Xingshuai Huang, Di Wu, Benoit Boulet
Action editor: Mingming Gong
https://openreview.net/forum?id=I6zjLhIzgh
#rnns #rnn #drdt3
www.tiktok.com/t/ZP8UyQwjh/
#fyp #foryoupage #rnn #donaldtrump #freepalestine
#AI #ML #DL #LLM #AGI #GPU #HPC #NLP #CV #RL #SSL #RNN #CNN #GNN #MoE #GAN #VAE #MCTS #MoE #SAM #CUDA #FLOPs #AGI #XR #AR #VR #IoT #MLOps #AIResearch #Emergence #Scaling #Inference
youtu.be/MHXganlutNM #deeplearming #rnn
@wikipedia.org/@wikimediafoundation.org need an #AI edit peripheral( #RNN for audio/ #CNN for visual).As common people go only #mobile, unless specifically in #studio / #engineering setting,edit options are no longer normal keyboard.Doing #AI as input,not scrapers to get ahead of scrappers and grow.
New Method Finds Invariant Manifolds in ReLU RNNs
A new algorithm automatically identifies both stable and unstable invariant manifolds in ReLU-based recurrent neural networks, demonstrated on synthetic PLRNN models and cortical neuron recordings. Read more: getnews.me/new-method-finds-invaria... #explainableai #rnn
GPU-Parallel RNN-Descent Algorithm Boosts ANN Graph Construction
GRNND, a GPU-parallel RNN-Descent implementation, speeds ANN graph construction, achieving 2.4×–51.7× faster than other GPU methods and 17.8×–49.8× faster than CPU baselines. Read more: getnews.me/gpu-parallel-rnn-descent... #gpu #ann #rnn
New Method Breaks Simplicity Bias in Recurrent Neural Networks
Researchers introduced Neural Similarity Deflation (INSD), a regularization that penalizes linear predictability of RNN activity, encouraging richer dynamics and achieving out‑of‑distribution performance. getnews.me/new-method-breaks-simpli... #insd #rnn
StateX Boosts RNN Recall with Efficient Post‑Training State Expansion
StateX, a post‑training method that expands RNN state size, boosts recall in models up to 1.3 billion parameters and was submitted in September 2025 (arXiv:2509.22630). Read more: getnews.me/statex-boosts-rnn-recall... #statex #rnn #ai
New #Reproducibility Certification:
DRDT3: Diffusion-Refined Decision Test-Time Training Model
Xingshuai Huang, Di Wu, Benoit Boulet
https://openreview.net/forum?id=I6zjLhIzgh
#rnns #rnn #drdt3
New Method Certifies Lipschitz Robustness of Recurrent Neural Networks
RNN‑SDP certifies upper bounds on RNN Lipschitz constants using semidefinite programming. In a synthetic multi‑tank control benchmark, its SDP bound matched empirical estimates. Read more: getnews.me/new-method-certifies-lip... #rnn #sdp
Stabilizing RNNs to Remove Crackling in Virtual Analog Controls
A new method adds asymptotic stability constraints to recurrent neural networks, eliminating crackling in virtual analog audio models during rapid control changes. Read more: getnews.me/stabilizing-rnns-to-remo... #virtualanalog #rnn
VTuber Kano Infinite Exam Prep with AI Japan's IT & Public Service Tests G Test, FE, Public Admin
#SatisficingModel #GarbageCanModel
#gpt #GPT4 #GPT5 #ExperimentalVideo #AIlearning
#AI勉強 #AI予想 #リカレントニューラルネットワーク #RNN #ラウンドロビン方式 #ラウンドロビンスケジューリング #行政学 #インクレメンタリズム #意思決定モデル #満足化モデル
#ゴミ箱モデル #実験動画 #AI学習
Great pictures by Herman Ijsseling / Flying Focus BV
(LinkedIn)
#RoyalNetherlandsNavy #RNN #NH90 #CombatSupportShip #CSS Den Helder #DenHelder
#EU #Europe #NATO
🧠 New preprint by Ruff et al. (2025): #NeuralPopulation formatting matters for function. In monkeys, #MT encodes motion & reward separately, #dlPFC integrates them. An #RNN predicted, and microstimulation confirmed, distinct #behavioral impacts.
#Neuroscience 🧪 #CompNeuro 💻#DecisionMaking
Great pictures of DSS Galatea #DSSGalatea IMO 9575400 #IMO9575400 chartered by #RoyalNetherlandsNavy #RNN
Thanks to Herman Ijsseling / Flying Focus BV on LinkedIn
www.linkedin.com/in/herman-ij...
#NO #Norway #RNN #RoyalNorwegianNavy choosing frigates to be as close as possible to #UK #RoyalNavy #RN #Type26
Sounds like a good idea 👍
#NATO #NorthAtlantic #GIUK
breakingdefense.com/2025/09/norw...
#BreakingDefence
What If Your Unique Typing Style Could Become Your Seamless Password?
Design a keystroke pattern based authenticator using ML methods like CNN/RNN-LSTM with real world examples and code.
#cnn #lstm #rnn
#RNN #RoyalNetherlandsNavy chartered vessel #DSSGalata following #Sparta #GeneralSkobelev
Wonder if #BadDueben from #DE #Germany is taking over?
www.bairdmaritime.com/security/nav...
It's a story about why QKV is magic, my love for the loop, and why HRM might be the blueprint for the next generation of AI reasoning.
My post, written with the help of an LLM (the irony!), is here. I poured my heart into this one:
medium.com/@gedanken.th...
#AI #DeepLearning #RNN #Transformer #HRM
Wrapped up 2 intense weeks at #NeuroAI by @neuromatch.bsky.social! 🚀
Our team explored how RNNs encode spatial memory — and found they implicitly learn a discrete spatial layout.
🔍 Check it out: github.com/neur1s/GridVaders
Thanks to my amazing teammates!
#AI #Neuroscience #RNN #GridWorld