Last updated: July 17, 2026

Application No. 18/337,099

METHOD FOR GENERATING MATRIX DATA FOR CONVOLUTIONAL NEURAL NETWORK AND LEARNING SYSTEM USING CONVOLUTIONAL NEURAL NETWORK

Non-Final OA

Filed

Jun 19, 2023

Priority

Aug 31, 2022 — JP 2022-137719

Examiner

ROBBINS, JERRY D

Art Unit

2859

Tech Center

2800 — Semiconductors & Electrical Systems

Assignee

Toyota Motor Corporation

OA Round

1 (Non-Final)

Interview Optional

— +19.9% interview lift. Examiner has a relatively high allowance rate (70%); +19.9% interview lift. A written response may suffice.

Based on 654 resolved cases, 2023–2026

Examiner Intelligence

ROBBINS, JERRY D View full profile →

Grants 70% — above average

Career Allowance Rate

458 granted / 654 resolved

+2.0% vs TC avg

Strong +20% interview lift

Without

With

+19.9%

Interview Lift

resolved cases with interview

Typical timeline

2y 8m

Avg Prosecution

24 currently pending

Career history

676

Total Applications

across all art units

Statute-Specific Performance

§101

0.5%

-39.5% vs TC avg

§103

76.4%

+36.4% vs TC avg

§102

15.4%

-24.6% vs TC avg

§112

3.0%

-37.0% vs TC avg

Black line = Tech Center average estimate • Based on career data from 654 resolved cases

Prosecution Timeline

Jun 19, 2023

Application Filed

May 20, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

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3y 8m to grant Granted Jul 14, 2026

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3y 8m to grant Granted Jul 14, 2026

17/992,552

Patent 12679225

COMBINATION BATTERY AND BATTERY CHARGER CONSTRUCT FOR ELECTRIC INDUSTRIAL TRUCKS

3y 7m to grant Granted Jul 14, 2026

18/166,916

Patent 12683412

CONTROLLERS FOR MANAGING A PLURALITY OF STACKS OF ELECTROCHEMICAL CELLS, AND ASSOCIATED METHODS

3y 5m to grant Granted Jul 14, 2026

17/980,111

Patent 12673576

PREMISES ELECTRIC VEHICLE CHARGE DETECTION

3y 8m to grant Granted Jul 07, 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.

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Prosecution Projections

1-2

Expected OA Rounds

70%

Grant Probability

90%

With Interview (+19.9%)

2y 8m (~0m remaining)

Median Time to Grant

Low

PTA Risk

Based on 654 resolved cases by this examiner. Grant probability derived from career allowance rate.