Marco Paul E. Apolinario

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Biologically Inspired

Gesture Recognition

Spiking Neural Networks

Top Venues

IEEE Trans. Emerg. Top. Comput.

Publications

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) (2024)
Sayeed Shafayet Chowdhury, Adarsh Kumar Kosta, Deepika Sharma, Marco Paul E. Apolinario, Kaushik Roy
Unearthing the Potential of Spiking Neural Networks. DATE (2024)
Marco Paul E. Apolinario, Arani Roy, Kaushik Roy
LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization. CoRR (2024)
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)
Marco Paul E. Apolinario, Kaushik Roy
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks. CoRR (2023)
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)
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 (2022)
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 (2022)