Navigacija
Lista poslednjih: 16, 32, 64, 128 poruka.

Da li biti programer? Buducnost profesije

[es] :: Vodič za posao :: Da li biti programer? Buducnost profesije
(TOP topic, by Nebojsa Milanovic)
Strane: << < .. 70 71 72 73 74 75

[ Pregleda: 237931 | Odgovora: 1485 ] > FB > Twit

Postavi temu Odgovori

Autor

Pretraga teme: Traži
Markiranje Štampanje RSS

Ivan Dimkovic

Administrator
Član broj: 13
Poruke: 16560
..2-12.dynamicip.rima-tde.net.



+7131 Profil

icon Re: Da li biti programer? Buducnost profesije11.07.2023. u 17:11 - pre 2 meseca
New idea? Vrlo matora - u teoriji efikasnije, u praksi nemoguce za smisleno treniranje.

LSM, Spiking, Liquid NN i sl. su ekspanzija u vremenaki domen gde je stanje neurona opissno nizom diferencijalnih jednacina. Ukombinovano sa specijalizovanim analognim kolima, u teoriji drasticno manje zahtevno po pitanju potrosnje.

Na zalost, ne postoji poznat ekvivalent backpropagaciji, bilo sta uradjeno po pitanju ucenja je pateticno u odnosu na uspehe sa CNN/RNN/LLM modelina baziranim na jednostavnijem modelu.

Dok se to ne resi, te stvari su kuriozitet - a nije da je ponestajalo pokusaja.

Jedini izuzetak je konverzija vec natreniranih mreza gde se dobija na ustedi u racunanju ali slaba je to uteha.
DigiCortex (ex. SpikeFun) - Cortical Neural Network Simulator:
http://www.digicortex.net/node/1 Videos: http://www.digicortex.net/node/17 Gallery: http://www.digicortex.net/node/25
PowerMonkey - Redyce CPU Power Waste and gain performance! - https://github.com/psyq321/PowerMonkey
 
Odgovor na temu

dr0id

Član broj: 326795
Poruke: 409



+123 Profil

icon Re: Da li biti programer? Buducnost profesije11.07.2023. u 20:05 - pre 2 meseca
Ne znam, deluje manje zahtevno i svesnije/smislenije (pa i upotrebljivije) od onog 'nabadam pa sta ubodem pa sta mi kazu da im se svidja to prihvatim i nastavim'
 
Odgovor na temu

Ivan Dimkovic

Administrator
Član broj: 13
Poruke: 16560
*.web.vodafone.de.



+7131 Profil

icon Re: Da li biti programer? Buducnost profesije11.07.2023. u 20:19 - pre 2 meseca
To je opasna zabluda. Samo zato sto nesto “deluje” bilo kako, samo po sebi ne znaci nista.

Priznaje se samo ono sto radi. Za sada to nisu “tecni” neuroni.

Kolicina znanja u vezi sa ucenjem koje je sakupljeno na “deep” mrezama je sada eonima ispred primitivnih (“Hebb-ijskih”) mera koje apliciraju na spiking / liquid mreze.
DigiCortex (ex. SpikeFun) - Cortical Neural Network Simulator:
http://www.digicortex.net/node/1 Videos: http://www.digicortex.net/node/17 Gallery: http://www.digicortex.net/node/25
PowerMonkey - Redyce CPU Power Waste and gain performance! - https://github.com/psyq321/PowerMonkey
 
Odgovor na temu

Ivan Dimkovic

Administrator
Član broj: 13
Poruke: 16560
..:92c4:80:3d82:3b63:2fd5:cbe7



+7131 Profil

icon Re: Da li biti programer? Buducnost profesije27.09.2023. u 20:10 - pre 7 dana i 7h
https://blog.roboflow.com/gpt-4-vision/

Ludilo...
DigiCortex (ex. SpikeFun) - Cortical Neural Network Simulator:
http://www.digicortex.net/node/1 Videos: http://www.digicortex.net/node/17 Gallery: http://www.digicortex.net/node/25
PowerMonkey - Redyce CPU Power Waste and gain performance! - https://github.com/psyq321/PowerMonkey
 
Odgovor na temu

mjanjic
Šikagou

Član broj: 187539
Poruke: 2619



+680 Profil

icon Re: Da li biti programer? Buducnost profesije30.09.2023. u 09:44 - pre 4 dana i 18h
Kad su već pomenute te Liquid NN, ne znam da li je bilo ovde na prethodnim stranicama, mehaničke neuronske mreže:

Blessed are those who can laugh at themselves, for they shall never cease to be amused.
 
Odgovor na temu

Ivan Dimkovic

Administrator
Član broj: 13
Poruke: 16560
2a02:a212:92c4:80:80fc:8a6c:..



+7131 Profil

icon Re: Da li biti programer? Buducnost profesije30.09.2023. u 17:34 - pre 4 dana i 10h
Imas jos jednostavnije - stvarno "liquid", kofa vode:

https://link.springer.com/chapter/10.1007/978-3-540-39432-7_63
https://autobencoder.com/2021-04-05-bucket/

Citat:

This paper demonstrates that the waves produced on the surface of water can be used as the medium for a “Liquid State Machine” that pre-processes inputs so allowing a simple perceptron to solve the XOR problem and undertake speech recognition. Interference between waves allows non-linear parallel computation upon simultaneous sensory inputs. Temporal patterns of stimulation are converted to spatial patterns of water waves upon which a linear discrimination can be made. Whereas Wolfgang Maass’ Liquid State Machine requires fine tuning of the spiking neural network parameters, water has inherent self-organising properties such as strong local interactions, time-dependent spread of activation to distant areas, inherent stability to a wide variety of inputs, and high complexity. Water achieves this “for free”, and does so without the time-consuming computation required by realistic neural models. An analogy is made between water molecules and neurons in a recurrent neural network.


Svakako impresivno, ali glavni problem je kontrola ucenja svih tih arhitektura.

DigiCortex (ex. SpikeFun) - Cortical Neural Network Simulator:
http://www.digicortex.net/node/1 Videos: http://www.digicortex.net/node/17 Gallery: http://www.digicortex.net/node/25
PowerMonkey - Redyce CPU Power Waste and gain performance! - https://github.com/psyq321/PowerMonkey
 
Odgovor na temu

[es] :: Vodič za posao :: Da li biti programer? Buducnost profesije
(TOP topic, by Nebojsa Milanovic)
Strane: << < .. 70 71 72 73 74 75

[ Pregleda: 237931 | Odgovora: 1485 ] > FB > Twit

Postavi temu Odgovori

Navigacija
Lista poslednjih: 16, 32, 64, 128 poruka.