Neural network fuzzy systems

Engineering Wale Baba

Iqukethe izikhangiso

Mayelana nalolu hlelo lokusebenza

Uhlelo lokusebenza liyibhuku eliphelele lamahhala lezinhlelo ze-Neuro fuzzy noma inethiwekhi ye-Neural ehlanganisa izihloko ezibalulekile, amanothi, izinto zokufunda.

Lolu hlelo lokusebenza lwenethiwekhi ye-Neural yakhelwe ukufunda ngokushesha, ukubuyekezwa, izinkomba ngesikhathi sokuhlolwa nezingxoxo.

Lolu hlelo lokusebenza luhlanganisa izihloko eziningi ezihlobene kanye nencazelo enemininingwane nazo zonke izihloko eziyisisekelo.

Ezinye zezihloko Ezimbozwe kuhlelo lokusebenza lwe-Neural network fuzzy system yilezi:

1) Bhalisa Ukwabiwa kanye Nokwabelwa
2) I-Lazy-Code-Motion Algorithm
3) Ukuphindaphinda kwe-Matrix: Isibonelo Esijulile
4) Rsa isihloko 1
5) Isingeniso kumaNeural Networks
6) Umlando wamanethiwekhi we-neural
7) Izakhiwo zenethiwekhi
8) I-Artificial Intelligence yenethiwekhi ye-neural
9) Ulwazi Olumele
10) Ubuchopho Bomuntu
11) Imodeli ye-neuron
I-12) Inethiwekhi Ye-Neural Njengegrafu Eqondisiwe
13) Umqondo wesikhathi kumanethiwekhi we-neural
14) Izingxenye zeNeural Networks
15) Izihloko zenethiwekhi
16) I-neuron yokuchema
17) Ukumela ama-neurons
18) Ukuhleleka kokusebenza
19) Isingeniso senqubo yokufunda
20) Amapharamitha wokufunda
21) Amaphethini okuqeqesha kanye nokufaka kokufundisa
22) Ukusebenzisa amasampula okuqeqesha
23) Ijika lokufunda nesilinganiso sephutha
24) Izinqubo zokuthuthukisa i-gradient
25) Izinkinga eziyisibonelo zivumela ukuhlola amasu okufunda okuzibhalele wona
26) Umthetho wokufunda isiHebheru
27) I-Genetic Algorithms
28) Izinhlelo zochwepheshe
29) Izinhlelo Ezingaqondakali Zobunjiniyela Bolwazi
30) Amanethiwekhi E-Neural Obunjiniyela Bolwazi
31) Amanethiwekhi Okuphakelayo
32) I-perceptron, i-backpropagation kanye nezinhlobonhlobo zayo
33) I-perceptron yesendlalelo esisodwa
34) Ukuhlukana Komugqa
35) I-perceptron ye-multilayer
36) I-Resilient Backpropagation
37) Ukucushwa kokuqala kwe-perceptron ye-multilayer
38) Inkinga yokufaka ikhodi engu-8-3-8
39) Ukusakazwa emuva kwephutha
40) Izingxenye kanye nesakhiwo senethiwekhi ye-RBF
41) Ukucutshungulwa kolwazi lwenethiwekhi ye-RBF
42) Inhlanganisela yesistimu ye-equation namasu wegradient
43) Izikhungo nobubanzi bama-neuron e-RBF
44) Amanethiwekhi akhulayo e-RBF alungisa ngokuzenzakalelayo ukuminyana kwe-neuron
45) Ukuqhathanisa amanethiwekhi e-RBF kanye nemibono ye-multilayer
46) Amanethiwekhi afana ne-perceptron ajwayelekile
47) Elman amanethiwekhi
48) Ukuqeqesha amanethiwekhi avamile
49) Amanethiwekhi e-Hopfield
50) Isisindo matrix
51) Auto association kanye isicelo bendabuko
52) I-Heteroassociation kanye nama-analogies ekugcinweni kwedatha ye-neural
53) Amanethiwekhi e-Hopfield aqhubekayo
54) Ukulinganisa
55) Ama-vector e-codebook
56) I-Adaptive Resonance Theory
57) I-Kohonen I-Topological Maps yokuzihlela
58) Amamephu Wesici Sokuzihlela Okungagadiwe
59) I-Learning Vector Quantization Algorithms Yokufunda Okugadiwe
60) Izinhlangano zamaphethini
61) Inethiwekhi ye-Hopfield
62) Imikhawulo yokusebenzisa inethiwekhi ye-Hopfield

Zonke izihloko azikho ohlwini ngenxa yokulinganiselwa kwabalingiswa.

Isihloko ngasinye siphelele ngemidwebo, izibalo nezinye izinhlobo zokuboniswa kwezithombe ukuze kufundwe kangcono nokuqonda okusheshayo.

Izici :
* Izihloko ezihlakaniphile zeSahluko eziphelele
* I-Rich UI Isakhiwo
* Imodi yokufunda enethezekile
* Izihloko Ezibalulekile Zokuhlolwa
* I-interface yomsebenzisi elula kakhulu
* Mboza Iningi Lezihloko
* Ukuchofoza okukodwa thola okuhlobene Yonke Incwadi
* Okuqukethwe Kweselula Okulungiselelwe
* Izithombe Ezilungiselelwe Ngeselula

Lolu hlelo lokusebenza luzosiza ekubhekiseni ngokushesha. Ukubuyekezwa kwayo yonke imiqondo kungaqedwa phakathi namahora amaningana kusetshenziswa lolu hlelo lokusebenza.

I-Neuro fuzzy systems noma inethiwekhi ye-Neural iyingxenye ye-Brain and Cognitive Sciences, i-AI, isayensi yekhompiyutha, ukufunda ngomshini, ugesi, i-electronics, izifundo zemfundo yobunjiniyela bolwazi kanye nezinhlelo zeziqu zezobuchwepheshe emanyuvesi ahlukahlukene.

Esikhundleni sokusinika isilinganiso esiphansi, sicela usithumelele imibuzo yakho, izinkinga futhi usinikeze Izilinganiso Neziphakamiso ezibalulekile Ukuze sikucabangele Ukuze uthole Izibuyekezo Ezizayo. Sizokujabulela ukukuxazululela zona.