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2020 – today
- 2024
[j3]Sen Lu, Abhronil Sengupta
:
Deep unsupervised learning using spike-timing-dependent plasticity. Neuromorph. Comput. Eng. 4(2): 24004 (2024)- [c5]Arnob Saha, Bibhas Manna, Sen Lu, Zhouhang Jiang, Kai Ni, Abhronil Sengupta:
Device Feasibility Analysis of Multi-level FeFETs for Neuromorphic Computing. AICAS 2024: 327-331 - [i7]Jiaqi Lin, Sen Lu, Malyaban Bal, Abhronil Sengupta:
Benchmarking Spiking Neural Network Learning Methods with Varying Locality. CoRR abs/2402.01782 (2024) - [i6]Yi Jiang, Sen Lu, Abhronil Sengupta:
Stochastic Spiking Neural Networks with First-to-Spike Coding. CoRR abs/2404.17719 (2024) - 2023
- [i5]Sen Lu, Abhronil Sengupta:
Deep Unsupervised Learning Using Spike-Timing-Dependent Plasticity. CoRR abs/2307.04054 (2023) - 2022
- [c4]Sen Lu, Abhronil Sengupta:
Hybrid Neuromorphic Systems: An Algorithm-Application-Hardware-Neuroscience Co-Design Perspective: Invited Special Session Paper. AICAS 2022: 210-213 - [c3]Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das:
Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. MICRO 2022: 565-581 - 2021
- [j2]Kaveri Mahapatra, Sen Lu, Abhronil Sengupta, Nilanjan Ray Chaudhuri:
Power System Disturbance Classification With Online Event-Driven Neuromorphic Computing. IEEE Trans. Smart Grid 12(3): 2343-2354 (2021) - [c2]Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das:
Gesture-SNN: Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors. ISLPED 2021: 1-6 - 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]Sen Lu, Abhronil Sengupta:
Exploring the Connection Between Binary and Spiking Neural Networks. CoRR abs/2002.10064 (2020) - [i3]Mehul Rastogi, Sen Lu, Abhronil Sengupta:
On the Self-Repair Role of Astrocytes in STDP Enabled Unsupervised SNNs. CoRR abs/2009.03473 (2020)
2010 – 2019
- 2019
- [i2]Kezhou Yang, Akul Malhotra, Sen Lu, Abhronil Sengupta:
All-Spin Bayesian Neural Networks. CoRR abs/1911.05828 (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) - 2018
- [j1]Sen Lu, Kaiming Yang, Yu Zhu, Leijie Wang, Ming Zhang, Jin Yang:
Yaw error correction of ultra-precision stage for scanning beam interference lithography systems. J. Syst. Control. Eng. 232(7): 869-878 (2018)
Coauthor Index
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