PATLY.AIWhere it is examined
Topic
Deep neural networks Declining
445 applications whose title mentions it. Its share of new filings over the last two years is -45% below the four years before.
Allowance rate
90%
+14 pts vs the USPTO 374 decided
Months to first action
23.8 mo
+5.2 vs the USPTO
Applications
445.0
in the record
Allowed
336.0
38 abandoned
Filings by year
How often the topic was filed
The most recent years are still filling in.
Examiners
Who examines it, and how it fares with each
Bars show the share of decided applications that were allowed.
Who files it
Companies and institutions
Bars show the share of decided applications that were allowed.
Who represents them
Law firms and agents
Bars show the share of decided applications that were allowed.
Applications
Recent applications on this topic
| Application | Title | Filed | Status | Rejections | RCEs | To 1st action |
|---|---|---|---|---|---|---|
| 19606852 | UPDATING FEDERATED DEEP NEURAL NETWORKS | 2026-07-16 | Pending | 0 | 0 | n/a |
| 19597904 | DEEP NEURAL NETWORKS FOR BIODEGRADABILITY | 2026-06-17 | Pending | 0 | 0 | n/a |
| 19685763 | Methods and Systems for Selecting Quantisation Parameters for Deep Neural Networks … | 2026-05-22 | Pending | 0 | 0 | n/a |
| 15756652 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15174217 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15843670 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15150915 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15725254 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15421514 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15590665 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |