Last updated: July 17, 2026

Application No. 18/276,972

ENERGY-EFFICIENT DEEP NEURAL NETWORK TRAINING ON DISTRIBUTED SPLIT ATTRIBUTES

Non-Final OA

Filed

Aug 11, 2023

Priority

Feb 15, 2021 — provisional 63/149,474 +1 more

Examiner

NGUYEN, TRI T

Art Unit

2128

Tech Center

2100 — Computer Architecture & Software

Assignee

Telefonaktiebolaget LM Ericsson

OA Round

1 (Non-Final)

Interview Optional

— +14.5% interview lift. Interview lift (+14.5%) is below the 15.0% threshold. A written response is recommended.

Based on 192 resolved cases, 2023–2026

Examiner Intelligence

NGUYEN, TRI T View full profile →

Grants 68% — above average

Career Allowance Rate

130 granted / 192 resolved

+12.7% vs TC avg

Moderate +14% lift

Without

With

+14.5%

Interview Lift

resolved cases with interview

Typical timeline

3y 11m

Avg Prosecution

12 currently pending

Career history

219

Total Applications

across all art units

Statute-Specific Performance

§101

7.0%

-33.0% vs TC avg

§103

88.3%

+48.3% vs TC avg

§102

2.1%

-37.9% vs TC avg

§112

1.9%

-38.1% vs TC avg

Black line = Tech Center average estimate • Based on career data from 192 resolved cases

Prosecution Timeline

Aug 11, 2023

Application Filed

May 13, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

17/585,329

Patent 12645964

QUANTUM CONTROL SYSTEM, QUANTUM CONTROL PROCESSOR, AND QUANTUM INSTRUCTION SET EXECUTION METHOD

4y 4m to grant Granted Jun 02, 2026

17/717,874

Patent 12639611

QUANTUM STATE VECTOR IMPLEMENTATION TOOLKIT

4y 1m to grant Granted May 26, 2026

17/086,271

Patent 12608586

PARAMETER SHARING DECODER PAIR FOR AUTO COMPOSING

5y 5m to grant Granted Apr 21, 2026

17/011,734

Patent 12572820

METHODS AND SYSTEMS FOR GENERATING KNOWLEDGE GRAPHS FROM PROGRAM SOURCE CODE

5y 6m to grant Granted Mar 10, 2026

16/976,398

Patent 12536418

PERTURBATIVE NEURAL NETWORK

5y 5m to grant Granted Jan 27, 2026

Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2

Expected OA Rounds

68%

Grant Probability

82%

With Interview (+14.5%)

3y 11m (~11m remaining)

Median Time to Grant

Low

PTA Risk

Based on 192 resolved cases by this examiner. Grant probability derived from career allowance rate.