Timur Ibrayev

According to our database, Timur Ibrayev authored at least 17 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Toward Two-Stream Foveation-Based Active Vision Learning.

Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy

IEEE Trans. Cogn. Dev. Syst., October, 2024

On Inherent Adversarial Robustness of Active Vision Systems.

Amitangshu Mukherjee, Timur Ibrayev, Kaushik Roy

CoRR, 2024

Towards Two-Stream Foveation-based Active Vision Learning.

Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy

CoRR, 2024

Pruning for Improved ADC Efficiency in Crossbar-based Analog In-memory Accelerators.

Timur Ibrayev, Isha Garg, Indranil Chakraborty, Kaushik Roy

CoRR, 2024

Towards Image Semantics and Syntax Sequence Learning.

Chun Tao, Timur Ibrayev, Kaushik Roy

CoRR, 2024

2023

Discussion and recommendations from the 2023 "Gaze Meets ML" workshop breakout session.

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

Proceedings of the Gaze Meets Machine Learning Workshop, 2023

Exploring Foveation and Saccade for Improved Weakly-Supervised Localization.

Timur Ibrayev, Manish Nagaraj, Amitangshu Mukherjee, Kaushik Roy

Proceedings of the Gaze Meets Machine Learning Workshop, 2023

2021

On the Intrinsic Robustness of NVM Crossbars Against Adversarial Attacks.

Deboleena Roy, Indranil Chakraborty, Timur Ibrayev, Kaushik Roy

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

TraNNsformer: Clustered Pruning on Crossbar-Based Architectures for Energy-Efficient Neural Networks.

Aayush Ankit, Timur Ibrayev, Abhronil Sengupta, Kaushik Roy

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Robustness Hidden in Plain Sight: Can Analog Computing Defend Against Adversarial Attacks?

Deboleena Roy, Indranil Chakraborty, Timur Ibrayev, Kaushik Roy

CoRR, 2020

2018

Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition.

Olga Krestinskaya, Timur Ibrayev, Alex Pappachen James

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

On-chip face recognition system design with memristive Hierarchical Temporal Memory.

Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James

J. Intell. Fuzzy Syst., 2018

Discrete-level memristive circuits for HTM-based spatiotemporal data classification system.

Aidana Irmanova, Timur Ibrayev, Alex Pappachen James

IET Cyper-Phys. Syst.: Theory & Appl., 2018

2017

HTM Spatial Pooler With Memristor Crossbar Circuits for Sparse Biometric Recognition.

Alex Pappachen James, Irina Fedorova, Timur Ibrayev, Dhireesha Kudithipudi

IEEE Trans. Biomed. Circuits Syst., 2017

Design and implication of a rule based weight sparsity module in HTM spatial pooler.

Timur Ibrayev, Olga Krestinskaya, Alex Pappachen James

Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

2016

A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits.

Timur Ibrayev, Alex Pappachen James, Cory E. Merkel, Dhireesha Kudithipudi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2014

Memristive Operational Amplifiers.

Timur Ibrayev, Irina Fedorova, Akshay Kumar Maan, Alex Pappachen James

Proceedings of the 5th Annual International Conference on Biologically Inspired Cognitive Architectures, 2014