Omobayode Fagbohungbe

Researcher, International Business Machines

Joined

March 2024

Names

Omobayode Fagbohungbe (Preferred)

Emails

****@ibm.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

International Business Machines (ibm.com)

2022 – Present

PhD student

Prairie View A&M University (pvamu.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Lijun Qian

2018 – 2021

Expertise

ModeL Quantization

2022 – Present

Analog in-memory computing

2021 – Present

Noise Resistant Neural Network

Deep Learning

2018 – Present

Publications

Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Omobayode Fagbohungbe, Tianyi Chen
- NeurIPS 2025 oral
- Readers: Everyone
Analog Foundation Models
Julian Büchel, Iason Chalas, Giovanni Acampa, An Chen, Omobayode Fagbohungbe, Hsinyu Tsai, Kaoutar El Maghraoui, Manuel Le Gallo, Abbas Rahimi, Abu Sebastian
- NeurIPS 2025 poster
- Readers: Everyone
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Omobayode Fagbohungbe, Tianyi Chen
- CoRR 2025
- Readers: Everyone
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
Manuel Le Gallo, Corey Lammie, Julian Büchel, Fabio Carta, Omobayode Fagbohungbe, Charles Mackin, Hsinyu Tsai, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui, Malte J. Rasch
- CoRR 2023
- Readers: Everyone
Fast offset corrected in-memory training
Malte J. Rasch, Fabio Carta, Omobayode Fagbohungbe, Tayfun Gokmen
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Impact of L1 Batch Normalization on Analog Noise Resistant Property of Deep Learning Models
Omobayode Fagbohungbe, Lijun Qian
- IJCNN 2022
- Readers: Everyone
Efficient Privacy Preserving Edge Intelligent Computing Framework for Image Classification in IoT
Omobayode Fagbohungbe, Sheikh Rufsan Reza, Xishuang Dong, Lijun Qian
- IEEE Trans. Emerg. Top. Comput. Intell. 2022
- Readers: Everyone
The Effect of Batch Normalization on Noise Resistant Property of Deep Learning Models
Omobayode Fagbohungbe, Lijun Qian
- IEEE Access 2022
- Readers: Everyone
Impact of Learning Rate on Noise Resistant Property of Deep Learning Models
Omobayode Fagbohungbe, Lijun Qian
- CoRR 2022
- Readers: Everyone
Effect of Batch Normalization on Noise Resistant Property of Deep Learning Models
Omobayode Fagbohungbe, Lijun Qian
- CoRR 2022
- Readers: Everyone

View all 16 publications

Co-Authors

View all 26 co-authors