Timur Ibrayev

20 papers A* 1C 1Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
On Inherent Adversarial Robustness of Active Vision Systems.
Trans. Mach. Learn. Res.
Amitangshu Mukherjee, Timur Ibrayev, Kaushik Roy
2025 J jnl
Semantic-Syntactic Discrepancy in Images (SSDI): Learning Meaning and Order of Features from Natural Images.
Trans. Mach. Learn. Res.
Chun Tao, Timur Ibrayev, Kaushik Roy
2024 J jnl
On Inherent Adversarial Robustness of Active Vision Systems.
CoRR
Amitangshu Mukherjee, Timur Ibrayev, Kaushik Roy
2024 J jnl
Pruning for Improved ADC Efficiency in Crossbar-based Analog In-memory Accelerators.
CoRR
Timur Ibrayev, Isha Garg, Indranil Chakraborty, Kaushik Roy
2024 J jnl
Toward Two-Stream Foveation-Based Active Vision Learning.
IEEE Trans. Cogn. Dev. Syst.
Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy
2024 J jnl
Towards Image Semantics and Syntax Sequence Learning.
CoRR
Chun Tao, Timur Ibrayev, Kaushik Roy
2024 J jnl
Towards Two-Stream Foveation-based Active Vision Learning.
CoRR
Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy
2023 — conf
Discussion and recommendations from the 2023 "Gaze Meets ML" workshop breakout session.
Gaze Meets ML
Alexandros Karargyris, Shuaib Ahmed, Ryan Anthony J. de Belen, Bonny Banerjee, Timur Ibrayev, Satyananda Kashyap, Elizabeth A. Krupinski, Chenyi Kuang, Paul Madu, Amarachi Madu, Silvia Makowski, Athul Mathew, Tim Rolff, Bert Shi, Joy T. Wu, Danca Zario
2023 — conf
Exploring Foveation and Saccade for Improved Weakly-Supervised Localization.
Gaze Meets ML
Timur Ibrayev, Manish Nagaraj, Amitangshu Mukherjee, Kaushik Roy
2021 A* conf
On the Intrinsic Robustness of NVM Crossbars Against Adversarial Attacks.
DAC
Deboleena Roy, Indranil Chakraborty, Timur Ibrayev, Kaushik Roy
2020 J jnl
Robustness Hidden in Plain Sight: Can Analog Computing Defend Against Adversarial Attacks?
CoRR
Deboleena Roy, Indranil Chakraborty, Timur Ibrayev, Kaushik Roy
2020 J jnl
TraNNsformer: Clustered Pruning on Crossbar-Based Architectures for Energy-Efficient Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Aayush Ankit, Timur Ibrayev, Abhronil Sengupta, Kaushik Roy
2018 J jnl
Discrete-level memristive circuits for HTM-based spatiotemporal data classification system.
IET Cyper-Phys. Syst.: Theory & Appl.
Aidana Irmanova, Timur Ibrayev, Alex Pappachen James
2018 J jnl
Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Olga Krestinskaya, Timur Ibrayev, Alex Pappachen James
2018 J jnl
On-chip face recognition system design with memristive Hierarchical Temporal Memory.
J. Intell. Fuzzy Syst.
Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
2017 — conf
Design and implication of a rule based weight sparsity module in HTM spatial pooler.
ICECS
Timur Ibrayev, Olga Krestinskaya, Alex Pappachen James
2017 J jnl
HTM Spatial Pooler With Memristor Crossbar Circuits for Sparse Biometric Recognition.
IEEE Trans. Biomed. Circuits Syst.
Alex Pappachen James, Irina Fedorova, Timur Ibrayev, Dhireesha Kudithipudi
2017 J jnl
On-chip Face Recognition System Design with Memristive Hierarchical Temporal Memory.
CoRR
Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
2016 C conf
A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits.
ISCAS
Timur Ibrayev, Alex Pappachen James, Cory E. Merkel, Dhireesha Kudithipudi
2014 — conf
Memristive Operational Amplifiers.
BICA
Timur Ibrayev, Irina Fedorova, Akshay Kumar Maan, Alex Pappachen James