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According to dynamical systems, psychiatric disorders can be seen as energy landscapes with peaks and valleys. OCD has deep valleys where neural activity gets stuck, while schizophrenia has shallow valleys that let neural activity roam too freely, connecting unrelated ideas.
Alibaba just released Marco-o1 Towards Open Reasoning Models for Open-Ended Solutions Marco-o1 is powered by Chain-of-Thought (CoT) fine-tuning, Monte Carlo Tree Search (MCTS), reflection mechanisms, and innovative reasoning strategies -- optimized for complex real-world…
a=(x,y,d=mag(k=x/8-25,e=y/8-25)**2/99)=>[(q=x/3+k*.5/cos(y*5)*sin(d*d-t))*sin(c=d/2-t/8)+e*sin(d+k-t)+200,(q+y/8+d*9)*cos(c)+200] t=0,draw=$=>{t||createCanvas(w=400,w);background(6).stroke(255,96);for(t+=PI/60,y=99;y<300;y+=5)for(x=99;++x<300;)point(...a(x,y))}#つぶやきProcessing
Kalman filter defines recursively an estimator of the parameters of a Gaussian dynamical process. The basic method to control navigation systems. en.wikipedia.org/wiki/Kalman_fi…
Error diffusion is the simplest dithering algorithm which quantizes an image to binary values. en.wikipedia.org/wiki/Error_dif… en.wikipedia.org/wiki/Floyd%E2%…
Did you spot the comet? 💫 @Space_Station astronauts captured Comet C/2023 A3 Tsuchinshan-ATLAS, which likely traveled from the outer reaches of our solar system, on Sept. 19. At that time, it was approaching the closest point to the Sun in its orbit.
The unreasonable effectiveness of non-smooth optimization: sharp singularities attract solutions of optimization problems (here a projection on a set).
BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Physics to John J. Hopfield and Geoffrey E. Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”
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Rhevolver
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