D. Sapra

Latest

• Exploring Multi-core Systems with Lifetime Reliability and Power Consumption Trade-offs
• PELSI: Power-Efficient Layer-Switched Inference
• CPU-GPU Layer-Switched Low Latency CNN Inference
• Scenario Based Run-time Switching for Adaptive CNN-based Applications at the Edge
• Exploring Cell-based Neural Architectures for Embedded Systems
• The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies
• ALOHA: an architectural-aware framework for deep learning at the edge
• Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project