neural networks are truly amazing

Introducing Neural Developmental Programs (NDPs)🧬🧠Instead of neural networks with... fixed architectures, we allow neural networks to grow through a dynamic self-organizing process, inspired by how biological nervous systems develop👇 PDF:show more

Biological brains 🧠 are characterized by neurons of many... different classes. Yet most artificial neural networks only use one activation function throughout. We show that through neural diversity alone we can solve RL problems in networks with random weights 🤯show more

New paper: We present a "Unified Neural Scaling Law"... functional form that accurately models & extrapolates the multivariate scaling behaviors of artificial neural networks as the variables listed in this attached video are varied. (1/N)show more

Déda et al. use neural networks for flow analysis... & control in nonlinear fluid systems, showcasing accuracy & stabilization in complex dynamics. From the Lorenz system to confined cylinder flows, neural networks shine as effective models & controllers.show more

Military and their dogs are truly Amazing!!! 🇺🇸 WWG1WGA

Their courage and lightning-fast moves are truly amazing

General relativity 🤝 neural fields This simulation of a... black hole is coming from our neural networks 🚀 We introduce Einstein Fields, a compact NN representation for 4D numerical relativity. EinFields are designed to handle the tensorial properties of GR and its derivatives.show more

2 robots with individual neural networks putting away unseen... groceries (zero shot) Our AI progress is accelerating Figure's timeline for home robotsshow more

This amazing athlete is like a bird.Their agility and... grace are truly remarkable!😍💖show more

AI is truly amazing!

This is truly amazing

Olandria is truly amazing.

Truly amazing 🤩 woman

My friend is truly amazing

Are you a postbac interested in neural engineering /... BCIs? 🧠🤖🗣️ Come join our team!! Work directly with our amazing BCI participants. Great exposure for prospective grad/med school applicants!show more

Day 12 of learning AI bs from scratch >... a look into recurrent neural networks (RNN's) > learned about Long Short-Term Memory > read couple chapters of > drawbacks of RNN's > Simple Neural networks → CNN → RNN will try and train one MLP, CNN and a RNN from scratch next and try and summarize its working it a blog. back to doing based learning after this, much more retention like that.show more

Truly amazing work 👏👏👏