#computations

2025-07-04

"Before you can ask an #AI model to help you [...], the model is born in a #data center. Racks of #servers hum along for months, ingesting #training data, crunching numbers, and performing #computations. [...] It’s only after this #training, when #consumers or #customers “inference” the AI models to get answers or generate outputs, that model makers hope to [...] eventually turn a #profit .[...]
80–90% of computing power for AI is used for inference."

technologyreview.com/2025/05/2

2025-01-04

'Federated Automatic Differentiation', by Keith Rush, Zachary Charles, Zachary Garrett.

jmlr.org/papers/v25/23-0223.ht

#federated #privacy #computations

Teixiteixi
2023-12-10

@emma

2 rather informal definitions have been offered:

• 1 Knill & Pouget 2004
“Bayesian coding hypothesis:
Brain represents sensory information probabilistically, in the form of probability distributions”

• 2 Friston 2012
“Bayesian brain says that we are trying to infer the causes of our sensations based on a generative model of the world.”

Neither even mentions

What then is exactly meant by ?

doi.org/10.1017%2FS0140525X190

cc @ineshipolito @NicoleCRust

🏁⚡Omar Two Tone⚡🏁:verified:omartwotone@ioc.exchange
2023-06-07
GLACIATION EUglaciation_project
2023-03-30

GLACIATION keeps working to capitalise on European made possible thanks to 🇪🇺

GLACIATION consortium looks at MOSAICrOWN , in particular tools for and for aware collaborative

Huge thanks again to @AidanOMahony and for this workshop 💻

#dataprivacy

2022-12-08

#arxivfeed :

"The mechanics underpinning non-deterministic computation in cortical neural networks"
biorxiv.org/content/10.1101/20

#Neuroscience #Neuro #Brain #ComputationalNeuroscience #Computations

2022-12-08

#arxivfeed :

"Random electrical noise drives non-deterministic computation in cortical neural networks"
biorxiv.org/content/10.1101/20

#Neuroscience #Neuro #Brain #ComputationalNeuroscience #Computations

2022-12-08

#arxivfeed :

"Modeling electron interference at the neuronal membrane yields a holographic projection of representative information content"
biorxiv.org/content/10.1101/20

#Neuroscience #Neuro #Brain #ComputationalNeuroscience #Computations

Shiwali Mohan | शिवाली मोहनshiwali@sigmoid.social
2022-11-08

@davidbeers I am very excited about the entire gamut of #intelligent #computations we have - from symbolic reasoning to deep learning systems. There are so many interesting configurations possible and we should explore them all.

I don't think symbolic reasoning was a waste of time: it gave us the #MARSRover, #Map technology, etc.

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