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ORCIDMarco Paul E. Apolinario
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2020 – today
- 2024
[j1]Marco Paul E. Apolinario
, Adarsh Kumar Kosta, Utkarsh Saxena, Kaushik Roy:
Hardware/Software Co-Design With ADC-Less In-Memory Computing Hardware for Spiking Neural Networks. IEEE Trans. Emerg. Top. Comput. 12(1): 35-47 (2024)- [c3]Sayeed Shafayet Chowdhury, Adarsh Kumar Kosta, Deepika Sharma, Marco Paul E. Apolinario, Kaushik Roy:
Unearthing the Potential of Spiking Neural Networks. DATE 2024: 1-6 - [c2]Shristi Das Biswas, Adarsh Kosta, Chamika M. Liyanagedera, Marco Paul E. Apolinario, Kaushik Roy:
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities. WACV 2024: 5952-5962 - [i5]Marco Paul E. Apolinario, Arani Roy, Kaushik Roy:
LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization. CoRR abs/2405.15868 (2024) - 2023
- [c1]Adarsh Kumar Kosta, Marco Paul E. Apolinario, Kaushik Roy:
Live Demonstration: ANN vs SNN vs Hybrid Architectures for Event-based Real-time Gesture Recognition and Optical Flow Estimation. CVPR Workshops 2023: 4148-4149 - [i4]Marco Paul E. Apolinario, Kaushik Roy:
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks. CoRR abs/2306.15220 (2023) - 2022
- [i3]Marco Paul E. Apolinario, Adarsh Kumar Kosta, Utkarsh Saxena, Kaushik Roy:
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks. CoRR abs/2211.02167 (2022) - [i2]Shristi Das Biswas, Adarsh Kosta, Chamika M. Liyanagedera, Marco Paul E. Apolinario, Kaushik Roy:
HALSIE - Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities. CoRR abs/2211.10754 (2022)
2010 – 2019
- 2019
- [i1]Marco Paul E. Apolinario, Samuel Huaman Bustamante, Giorgio Morales, Joel Telles, Daniel Díaz:
Estimation of 2D Velocity Model using Acoustic Signals and Convolutional Neural Networks. CoRR abs/1906.04310 (2019)
Coauthor Index
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