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2020 – today
- 2024
[j2]A. N. M. Nafiul Islam, Kezhou Yang, Amit K. Shukla, Pravin Khanal, Bowei Zhou
, Weigang Wang, Abhronil Sengupta:
Hardware in Loop Learning with Spin Stochastic Neurons. Adv. Intell. Syst. 6(7) (2024)- 2023
- [j1]Kezhou Yang, Dhuruva Priyan G. M, Abhronil Sengupta:
Leveraging Probabilistic Switching in Superparamagnets for Temporal Information Encoding in Neuromorphic Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(10): 3464-3468 (2023) - [i7]A. N. M. Nafiul Islam, Kezhou Yang, Amit K. Shukla, Pravin Khanal, Bowei Zhou, Weigang Wang, Abhronil Sengupta:
Hardware in Loop Learning with Spin Stochastic Neurons. CoRR abs/2305.03235 (2023) - 2022
- [i6]Kezhou Yang, Abhronil Sengupta:
Leveraging Voltage Controlled Magnetic Anisotropy to Solve Sneak Path Issues in Crossbar Arrays. CoRR abs/2209.13677 (2022) - [i5]Kezhou Yang, Dhuruva Priyan G. M, Abhronil Sengupta:
Leveraging Probabilistic Switching in Superparamagnets for Temporal Information Encoding in Neuromorphic Systems. CoRR abs/2209.15186 (2022) - 2020
- [c1]Sonali Singh, Anup Sarma, Nicholas Jao, Ashutosh Pattnaik, Sen Lu, Kezhou Yang, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das:
NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs. ISCA 2020: 363-376 - [i4]Umang Garg, Kezhou Yang, Abhronil Sengupta:
Emulation of Astrocyte Induced Neural Phase Synchrony in Spin-Orbit Torque Oscillator Neurons. CoRR abs/2007.00776 (2020)
2010 – 2019
- 2019
- [i3]Kezhou Yang, Akul Malhotra, Sen Lu, Abhronil Sengupta:
All-Spin Bayesian Neural Networks. CoRR abs/1911.05828 (2019) - [i2]Kezhou Yang, Abhronil Sengupta:
Stochastic Magnetoelectric Neuron for Temporal Information Encoding. CoRR abs/1911.07153 (2019) - [i1]Akul Malhotra, Sen Lu, Kezhou Yang, Abhronil Sengupta:
Exploiting Oxide Based Resistive RAM Variability for Probabilistic AI Hardware Design. CoRR abs/1911.08555 (2019)
Coauthor Index
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