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Timur Ibrayev
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2020 – today
- 2024
- [j6]Timur Ibrayev
, Amitangshu Mukherjee
Toward Two-Stream Foveation-Based Active Vision Learning. IEEE Trans. Cogn. Dev. Syst. 16(5): 1843-1860 (2024) - [i6]Chun Tao, Timur Ibrayev, Kaushik Roy:
Towards Image Semantics and Syntax Sequence Learning. CoRR abs/2401.17515 (2024) - [i5]Timur Ibrayev, Isha Garg, Indranil Chakraborty, Kaushik Roy:
Pruning for Improved ADC Efficiency in Crossbar-based Analog In-memory Accelerators. CoRR abs/2403.13082 (2024) - [i4]Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy:
Towards Two-Stream Foveation-based Active Vision Learning. CoRR abs/2403.15977 (2024) - [i3]Amitangshu Mukherjee, Timur Ibrayev, Kaushik Roy:
On Inherent Adversarial Robustness of Active Vision Systems. CoRR abs/2404.00185 (2024) - 2023
- [c6]Timur Ibrayev, Manish Nagaraj, Amitangshu Mukherjee, Kaushik Roy:
Exploring Foveation and Saccade for Improved Weakly-Supervised Localization. Gaze Meets ML 2023: 61-89 - [c5]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: 280-288 - 2021
- [c4]Deboleena Roy, Indranil Chakraborty, Timur Ibrayev
On the Intrinsic Robustness of NVM Crossbars Against Adversarial Attacks. DAC 2021: 565-570 - 2020
- [j5]Aayush Ankit
TraNNsformer: Clustered Pruning on Crossbar-Based Architectures for Energy-Efficient Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2361-2374 (2020) - [i2]Deboleena Roy, Indranil Chakraborty, Timur Ibrayev, Kaushik Roy:
Robustness Hidden in Plain Sight: Can Analog Computing Defend Against Adversarial Attacks? CoRR abs/2008.12016 (2020)
2010 – 2019
- 2018
- [j4]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): 34-43 (2018) - [j3]Timur Ibrayev
On-chip face recognition system design with memristive Hierarchical Temporal Memory. J. Intell. Fuzzy Syst. 34(3): 1393-1402 (2018) - [j2]Olga Krestinskaya
Hierarchical Temporal Memory Features with Memristor Logic Circuits for Pattern Recognition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(6): 1143-1156 (2018) - 2017
- [j1]Alex Pappachen James
HTM Spatial Pooler With Memristor Crossbar Circuits for Sparse Biometric Recognition. IEEE Trans. Biomed. Circuits Syst. 11(3): 640-651 (2017) - [c3]Timur Ibrayev, Olga Krestinskaya
Design and implication of a rule based weight sparsity module in HTM spatial pooler. ICECS 2017: 274-277 - [i1]Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James:
On-chip Face Recognition System Design with Memristive Hierarchical Temporal Memory. CoRR abs/1709.08184 (2017) - 2016
- [c2]Timur Ibrayev
A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits. ISCAS 2016: 1254-1257 - 2014
- [c1]Timur Ibrayev
Memristive Operational Amplifiers. BICA 2014: 114-119
Coauthor Index
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