Timur Ibrayev

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Hierarchical Temporal Memory

Digital Image Watermarking

Top Venues

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

Publications

Timur Ibrayev, Isha Garg, Indranil Chakraborty, Kaushik Roy
Pruning for Improved ADC Efficiency in Crossbar-based Analog In-memory Accelerators. CoRR (2024)
Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy
Towards Two-Stream Foveation-based Active Vision Learning. CoRR (2024)
Chun Tao, Timur Ibrayev, Kaushik Roy
Towards Image Semantics and Syntax Sequence Learning. CoRR (2024)
Amitangshu Mukherjee, Timur Ibrayev, Kaushik Roy
On Inherent Adversarial Robustness of Active Vision Systems. CoRR (2024)
Timur Ibrayev, Manish Nagaraj, Amitangshu Mukherjee, Kaushik Roy
Exploring Foveation and Saccade for Improved Weakly-Supervised Localization. Gaze Meets ML (2023)
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
Discussion and recommendations from the 2023 "Gaze Meets ML" workshop breakout session. Gaze Meets ML (2023)
Deboleena Roy, Indranil Chakraborty, Timur Ibrayev, Kaushik Roy
On the Intrinsic Robustness of NVM Crossbars Against Adversarial Attacks. DAC (2021)
Deboleena Roy, Indranil Chakraborty, Timur Ibrayev, Kaushik Roy
Robustness Hidden in Plain Sight: Can Analog Computing Defend Against Adversarial Attacks? CoRR (2020)
Aayush Ankit, Timur Ibrayev, Abhronil Sengupta, Kaushik Roy
TraNNsformer: Clustered Pruning on Crossbar-Based Architectures for Energy-Efficient Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Aidana Irmanova, Timur Ibrayev, Alex Pappachen James
Discrete-level memristive circuits for HTM-based spatiotemporal data classification system. IET Cyper-Phys. Syst.: Theory & Appl. 3 (1) (2018)
Olga Krestinskaya, Timur Ibrayev, Alex Pappachen James
Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (6) (2018)
Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
On-chip face recognition system design with memristive Hierarchical Temporal Memory. J. Intell. Fuzzy Syst. 34 (3) (2018)
Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James
On-chip Face Recognition System Design with Memristive Hierarchical Temporal Memory. CoRR (2017)
Timur Ibrayev, Olga Krestinskaya, Alex Pappachen James
Design and implication of a rule based weight sparsity module in HTM spatial pooler. ICECS (2017)
Alex Pappachen James, Irina Fedorova, Timur Ibrayev, Dhireesha Kudithipudi
HTM Spatial Pooler With Memristor Crossbar Circuits for Sparse Biometric Recognition. IEEE Trans. Biomed. Circuits Syst. 11 (3) (2017)
Timur Ibrayev, Alex Pappachen James, Cory E. Merkel, Dhireesha Kudithipudi
A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits. ISCAS (2016)
Timur Ibrayev, Irina Fedorova, Akshay Kumar Maan, Alex Pappachen James
Memristive Operational Amplifiers. BICA (2014)