Universal approximation theorem: Revision history

20 April 2025

• curprev 03:1003:10, 20 April 2025 JJMC89 bot III talk contribs m 39,682 bytes +13 Moving Category:Theorems in analysis to Category:Theorems in mathematical analysis per Wikipedia:Categories for discussion/Log/2025 April 12#Category:Theorems in analysis undo

30 March 2025

• curprev 17:5617:56, 30 March 2025 Citation bot talk contribs 39,669 bytes +58 Altered journal. Add: doi, issue, pmid, authors 1-1. Removed parameters. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Headbomb | Linked from Wikipedia:WikiProject_Academic_Journals/Journals_cited_by_Wikipedia/Sandbox | #UCB_webform_linked 660/701 undo

28 March 2025

• curprev 10:4410:44, 28 March 2025 Cosmia Nebula talk contribs 39,611 bytes +281 →Arbitrary-width case: cybenko 1988 undo Tag: Visual edit

27 February 2025

• curprev 08:3908:39, 27 February 2025 2601:644:600:46d0:6220:8afc:7ec5:14a9 talk 39,330 bytes −8 →Arbitrary depth: See the bottom of the GeLU paper (https://arxiv.org/pdf/1606.08415). Swish is a specific case of the GeLU and was discovered afterwards. Swish is now no longer used undo

23 February 2025

• curprev 11:1111:11, 23 February 2025 37.161.197.248 talk 39,338 bytes 0 →Reservoir computing and quantum reservoir computing undo
• curprev 11:1011:10, 23 February 2025 37.161.197.248 talk 39,338 bytes +1,262 No edit summary undo

19 January 2025

• curprev 08:2308:23, 19 January 2025 David Eppstein talk contribs 38,076 bytes −3 this is a book, not a journal paper undo

15 January 2025

• curprev 16:5916:59, 15 January 2025 88.114.6.75 talk 38,079 bytes +50 →Bounded depth and bounded width undo Tag: Visual edit

9 January 2025

• curprev 20:5020:50, 9 January 2025 Arjayay talk contribs m 38,029 bytes +1 Singular undo

4 December 2024

• curprev 07:0107:01, 4 December 2024 14.136.41.178 talk 38,028 bytes +11 No edit summary undo

9 October 2024

• curprev 16:2516:25, 9 October 2024 Vonkje talk contribs m 38,017 bytes +4 link to activation functions undo
• curprev 04:3904:39, 9 October 2024 Citation bot talk contribs 38,013 bytes +66 Add: arxiv, pages, bibcode. | Use this bot. Report bugs. | Suggested by Dominic3203 | #UCB_webform 65/199 undo

15 September 2024

• curprev 20:3820:38, 15 September 2024 Bender235 talk contribs 37,947 bytes +78 →Kolmogorov network: rewritten undo
• curprev 20:3520:35, 15 September 2024 Bender235 talk contribs m 37,869 bytes 0 →Quantitative bounds undo

15 August 2024

• curprev 21:4521:45, 15 August 2024 David Eppstein talk contribs 37,869 bytes +60 Stefanie Jegelka undo
• curprev 16:1616:16, 15 August 2024 Dejeneret talk contribs m 37,809 bytes +6 →Arbitrary-depth case undo

30 July 2024

• curprev 08:5808:58, 30 July 2024 2404:c140:1f03:4:832:24ff:fe8f:c783 talk 37,803 bytes +721 →Arbitrary depth undo

15 July 2024

• curprev 19:3919:39, 15 July 2024 An Yongle talk contribs 37,082 bytes +40 →Arbitrary-width case: Even though Cybenko affirms he uses the "Riesz Representation theorem" (which applies only to Hilbert spaces) in his 1989 paper, he actually uses its generalized version, the Riesz–Markov–Kakutani representation theorem-- which applies to the Banach spaces he considers. undo

28 June 2024

• curprev 01:4901:49, 28 June 2024 112.68.142.232 talk 37,042 bytes +1 Corrected incorrect use of plural form of "criterion". undo Tags: Visual edit Mobile edit Mobile web edit

16 June 2024

• curprev 10:2310:23, 16 June 2024 Citation bot talk contribs 37,041 bytes +14 Altered template type. Add: class, eprint. Removed parameters. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Headbomb | #UCB_toolbar undo
• curprev 10:2110:21, 16 June 2024 Headbomb talk contribs 37,027 bytes −59 ce undo
• curprev 10:1810:18, 16 June 2024 Citation bot talk contribs 37,086 bytes +56 Add: pmid, doi, arxiv, authors 1-1. Removed parameters. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Headbomb | #UCB_toolbar undo

11 June 2024

• curprev 12:5612:56, 11 June 2024 2a02:a465:8e1a:0:80c4:cd65:e168:afcc talk 37,030 bytes +206 →Variants undo

7 June 2024

• curprev 14:0714:07, 7 June 2024 46.217.46.40 talk 36,824 bytes −5 No edit summary undo
• curprev 14:0614:06, 7 June 2024 46.217.46.40 talk 36,829 bytes +6 No edit summary undo

3 June 2024

• curprev 19:4919:49, 3 June 2024 Cosmia Nebula talk contribs 36,823 bytes +915 cleanup undo Tag: Visual edit
• curprev 19:3719:37, 3 June 2024 Cosmia Nebula talk contribs 35,908 bytes −512 →History undo Tag: Visual edit
• curprev 19:3319:33, 3 June 2024 Cosmia Nebula talk contribs 36,420 bytes −1,304 cleaning up lead section undo Tag: Visual edit

8 May 2024

• curprev 07:5207:52, 8 May 2024 Kku talk contribs m 37,724 bytes +4 link pyramidal neurons undo

28 April 2024

• curprev 11:0811:08, 28 April 2024 WikiCleanerBot talk contribs m 37,720 bytes 0 v2.05b - Bot T20 CW#61 - Fix errors for CW project (Reference before punctuation) undo Tag: WPCleaner

26 April 2024

• curprev 20:4120:41, 26 April 2024 Biggerj1 talk contribs 37,720 bytes +112 →History undo
• curprev 20:3420:34, 26 April 2024 Biggerj1 talk contribs 37,608 bytes +8 →History undo

21 April 2024

• curprev 18:5318:53, 21 April 2024 Hellacioussatyr talk contribs 37,600 bytes +125 No edit summary undo Tag: Visual edit
• curprev 12:0712:07, 21 April 2024 Saung Tadashi talk contribs 37,475 bytes +52 →History: Add errata undo Tag: Visual edit

14 April 2024

• curprev 22:5922:59, 14 April 2024 Hellacioussatyr talk contribs 37,423 bytes +25 →Bounded depth and bounded width case undo Tags: Mobile edit Mobile web edit Advanced mobile edit
• curprev 22:5522:55, 14 April 2024 Hellacioussatyr talk contribs 37,398 bytes +56 →Arbitrary-depth case undo Tags: Mobile edit Mobile web edit Advanced mobile edit

17 March 2024

• curprev 15:2115:21, 17 March 2024 Saung Tadashi talk contribs 37,342 bytes +13 Undid revision 1214049992 by 202.131.155.130 (talk) undo Tag: Undo

16 March 2024

• curprev 17:2317:23, 16 March 2024 202.131.155.130 talk 37,329 bytes −13 No edit summary undo Tag: Reverted

3 March 2024

• curprev 13:1013:10, 3 March 2024 Citation bot talk contribs 37,342 bytes +126 Add: s2cid, arxiv, page, bibcode, pmid. Removed parameters. | Use this bot. Report bugs. | Suggested by Chris Capoccia | #UCB_toolbar undo
• curprev 13:0713:07, 3 March 2024 Chris Capoccia talk contribs 37,216 bytes −15 reformatted refs undo
• curprev 04:5904:59, 3 March 2024 117.209.61.43 talk 37,231 bytes +349 Added note on universal function approximation with non-monotonic activation functions and discovery of biological neurons that violate the monotonicity assumption. undo

5 January 2024

• curprev 11:2311:23, 5 January 2024 OAbot talk contribs m 36,882 bytes +18 Open access bot: arxiv updated in citation with #oabot. undo

30 December 2023

• curprev 18:3918:39, 30 December 2023 Biggerj1 talk contribs 36,864 bytes −31 No edit summary undo Tags: Mobile edit Mobile web edit Advanced mobile edit
• curprev 18:3818:38, 30 December 2023 Biggerj1 talk contribs 36,895 bytes +324 →History undo Tags: Mobile edit Mobile web edit Advanced mobile edit

17 December 2023

• curprev 09:3509:35, 17 December 2023 Canavalia talk contribs 36,571 bytes +611 Lay intro undo

1 December 2023

• curprev 15:4115:41, 1 December 2023 Citation bot talk contribs 35,960 bytes −19 Add: s2cid, authors 1-1. Removed proxy/dead URL that duplicated identifier. Removed parameters. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Headbomb | Linked from Wikipedia:WikiProject_Academic_Journals/Journals_cited_by_Wikipedia/Sandbox | #UCB_webform_linked 1233/1304 undo

7 November 2023

• curprev 23:5223:52, 7 November 2023 OAbot talk contribs m 35,979 bytes +18 Open access bot: arxiv updated in citation with #oabot. undo

30 October 2023

• curprev 01:2601:26, 30 October 2023 Cosmia Nebula talk contribs 35,961 bytes +207 →Arbitrary-width case: note on original proof undo Tag: Visual edit
• curprev 01:1101:11, 30 October 2023 Cosmia Nebula talk contribs 35,754 bytes +696 →Arbitrary-width case: sketch of proof for ramp function undo Tag: Visual edit

29 October 2023

• curprev 07:3607:36, 29 October 2023 Cosmia Nebula talk contribs 35,058 bytes +205 →Arbitrary-width case: note on step function undo Tag: Visual edit