#reservoircomputing — Public Fediverse posts on home.social

AlexCrimi @[email protected] · 2025-11-29 · 17:45 UTC

For #ReservoirComputing lovers,I found a challenging #attractor, the Thomas':
dx = np.sin(y) - b * x
dy = np.sin(z) - b * y
dz = np.sin(x) - b * z
x += dx * dt
y += dy * dt
z += dz * dt
3k neurons yet 67% correlation. Here is the code for you https://github.com/alecrimi/magic_reservoir/blob/main/thomas_attractor_prediction.py

#reservoircomputing #attractor

AlexCrimi @[email protected] · 2025-09-21 · 23:41 UTC

Li #attractor=chaotic vibes like Lorenz/Chen use its wild dynamics for #ReservoirComputing to process time series.
The truth: just use it because it looks cool⚔🏴‍☠️🌊
def dequan_li(x,y,z):
dx = a*(y - x) + y*z
dy = b*x - x*z+y
dz = c*z + x*y/3
return dx,dy,dz

#attractor #reservoircomputing

AlexCrimi @AlexCrimi · 2025-03-24 · 11:56 UTC

Updates on the 🧠#brain effective connectivity library.
1. Added #Reservoircomputing causality as nonlinear #Granger:
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/nonlinearGC.py
2. Now lables on to the nodes
3. Added directionality shown with colors from blue to white (white as the arrows)
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/vis_effconn_tracts.py

#brain #reservoircomputing #granger

AlexCrimi @[email protected] · 2025-03-24 · 11:56 UTC

Updates on the 🧠#brain effective connectivity library.
1. Added #Reservoircomputing causality as nonlinear #Granger:
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/nonlinearGC.py
2. Now lables on to the nodes
3. Added directionality shown with colors from blue to white (white as the arrows)
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/vis_effconn_tracts.py

#brain #reservoircomputing #granger

AlexCrimi @[email protected] · 2025-03-24 · 11:56 UTC

Updates on the 🧠#brain effective connectivity library.
1. Added #Reservoircomputing causality as nonlinear #Granger:
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/nonlinearGC.py
2. Now lables on to the nodes
3. Added directionality shown with colors from blue to white (white as the arrows)
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/vis_effconn_tracts.py

#brain #reservoircomputing #granger

AlexCrimi @[email protected] · 2025-03-24 · 11:56 UTC

Updates on the 🧠#brain effective connectivity library.
1. Added #Reservoircomputing causality as nonlinear #Granger:
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/nonlinearGC.py
2. Now lables on to the nodes
3. Added directionality shown with colors from blue to white (white as the arrows)
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/vis_effconn_tracts.py

#granger #reservoircomputing #brain

AlexCrimi @[email protected] · 2025-03-24 · 11:56 UTC

Updates on the 🧠#brain effective connectivity library.
1. Added #Reservoircomputing causality as nonlinear #Granger:
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/nonlinearGC.py
2. Now lables on to the nodes
3. Added directionality shown with colors from blue to white (white as the arrows)
https://github.com/alecrimi/effconnpy/blob/main/effconnpy/vis_effconn_tracts.py

#brain #reservoircomputing #granger

AlexCrimi @[email protected] · 2025-03-23 · 10:13 UTC

#simplicialcomplex + #Causality +#Reservoircomputing:
"Higher-order Granger reservoir computing: simultaneously achieving scalable complex structures inference and accurate dynamics prediction" https://www.nature.com/articles/s41467-024-46852-1

#dynamicalsystem #ML #AI

#simplicialcomplex #causality #reservoircomputing #dynamicalsystem #ml #ai