Last updated: May 29, 2026

Application No. 18/138,015

RAPID LEARNING WITH HIGH LOCALIZED SYNAPTIC PLASTICITY

Non-Final OA

Filed

Apr 21, 2023

Priority

Apr 27, 2022 — provisional 63/335,684

Examiner

TRAN, QUOC A

Art Unit

2145

Tech Center

2100 — Computer Architecture & Software

Assignee

The University of Chicago

OA Round

1 (Non-Final)

Interview Optional

— +29.1% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 80% grant rate with +29.1% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 743 resolved cases, 2023–2026

Examiner Intelligence

TRAN, QUOC A View full profile →

Grants 80% — above average

Career Allowance Rate

598 granted / 743 resolved

+25.5% vs TC avg

Strong +29% interview lift

Without

With

+29.1%

Interview Lift

resolved cases with interview

Typical timeline

3y 3m

Avg Prosecution

11 currently pending

Career history

757

Total Applications

across all art units

Statute-Specific Performance

§101

3.2%

-36.8% vs TC avg

§103

86.8%

+46.8% vs TC avg

§102

3.2%

-36.8% vs TC avg

§112

1.6%

-38.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 743 resolved cases

Prosecution Timeline

Apr 21, 2023

Application Filed

Jan 09, 2026

Non-Final Rejection (signed)

Feb 11, 2026

Non-Final Rejection mailed

Apr 29, 2026

Examiner Interview Summary

Apr 29, 2026

Applicant Interview (Telephonic)

May 11, 2026

Response Filed

Precedent Cases

Applications granted by this same examiner with similar technology

18/322,777

Patent 12639606

RF SIGNAL CLASSIFICATION DEVICE INCORPORATING QUANTUM COMPUTING WITH GAME THEORETIC OPTIMIZATION AND RELATED METHODS

3y 0m to grant Granted May 26, 2026

18/012,939

Patent 12626510

VIDEO DATA PROCESSING METHOD AND SYSTEM, AND RELEVANT ASSEMBLIES

3y 4m to grant Granted May 12, 2026

17/626,744

Patent 12616559

OBJECT DETECTION AND INSTANCE SEGMENTATION OF 3D POINT CLOUDS BASED ON DEEP LEARNING

4y 3m to grant Granted May 05, 2026

17/719,049

Patent 12620203

Data Collection and Classifier Training in Edge Video Devices

4y 0m to grant Granted May 05, 2026

18/057,001

Patent 12619416

CONTINUOUS INTEGRATION AND CONTINUOUS DELIVERY OF ARTIFICIAL INTELLIGENCE MACHINE LEARNING COMPONENTS USING METAMORPHIC RELATIONS

3y 5m to grant Granted May 05, 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

80%

Grant Probability

99%

With Interview (+29.1%)

3y 3m (~2m remaining)

Median Time to Grant

Low

PTA Risk

Based on 743 resolved cases by this examiner. Grant probability derived from career allowance rate.