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ORCIDAbhronil Sengupta
- > Home > Persons > Abhronil Sengupta
Publications
- 2023
[j16]Nitin Rathi
, Indranil Chakraborty, Adarsh Kosta, Abhronil Sengupta, Aayush Ankit, Priyadarshini Panda, Kaushik Roy:
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware. ACM Comput. Surv. 55(12): 243:1-243:49 (2023)- 2020
- [j11]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): 2361-2374 (2020) - 2018
- [j9]Parami Wijesinghe, Aayush Ankit, Abhronil Sengupta, Kaushik Roy:
An All-Memristor Deep Spiking Neural Computing System: A Step Toward Realizing the Low-Power Stochastic Brain. IEEE Trans. Emerg. Top. Comput. Intell. 2(5): 345-358 (2018) - [j8]Bing Han, Aayush Ankit, Abhronil Sengupta, Kaushik Roy:
Cross-Layer Design Exploration for Energy-Quality Tradeoffs in Spiking and Non-Spiking Deep Artificial Neural Networks. IEEE Trans. Multi Scale Comput. Syst. 4(4): 613-623 (2018) - [c20]Aayush Ankit, Abhronil Sengupta, Kaushik Roy:
Neuromorphic Computing Across the Stack: Devices, Circuits and Architectures. SiPS 2018: 1-6 - 2017
- [c19]Aayush Ankit, Abhronil Sengupta, Priyadarshini Panda, Kaushik Roy:
RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks. DAC 2017: 27:1-27:6 - [c17]Aayush Ankit, Abhronil Sengupta, Kaushik Roy:
TraNNsformer: Neural network transformation for memristive crossbar based neuromorphic system design. ICCAD 2017: 533-540 - [c16]Abhronil Sengupta, Aayush Ankit, Kaushik Roy:
Performance analysis and benchmarking of all-spin spiking neural networks (Special session paper). IJCNN 2017: 4557-4563 - [i17]Aayush Ankit, Abhronil Sengupta, Priyadarshini Panda, Kaushik Roy:
RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks. CoRR abs/1702.06064 (2017) - [i15]Aayush Ankit, Abhronil Sengupta, Kaushik Roy:
TraNNsformer: Neural Network Transformation for Memristive Crossbar based Neuromorphic System Design. CoRR abs/1708.07949 (2017) - [i12]Parami Wijesinghe, Aayush Ankit, Abhronil Sengupta, Kaushik Roy:
An All-Memristor Deep Spiking Neural Network: A Step Towards Realizing the Low Power, Stochastic Brain. CoRR abs/1712.01472 (2017)
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