Sumit Diware

According to our database, Sumit Diware authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Reliable and Energy-Efficient Diabetic Retinopathy Screening Using Memristor-Based Neural Networks.

Sumit Diware, Koteswararao Chilakala, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi

IEEE Access, 2024

Dynamic Detection and Mitigation of Read-disturb for Accurate Memristor-based Neural Networks.

Sumit Diware, Mohammad Amin Yaldagard, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks.

Sumit Diware, Abhairaj Singh, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi

IEEE Trans. Emerg. Top. Comput. Intell., February, 2023

Severity-Based Hierarchical ECG Classification Using Neural Networks.

Sumit Diware, Sudeshna Dash, Anteneh Gebregiorgis, Rajiv V. Joshi, Christos Strydis, Said Hamdioui, Rajendra Bishnoi

IEEE Trans. Biomed. Circuits Syst., February, 2023

On the Reliability of RRAM-Based Neural Networks.

Hassen Aziza, Cristian Zambelli, Said Hamdioui, Sumit Diware, Rajendra Bishnoi, Anteneh Gebregiorgis

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

Energy-efficient Computation-In-Memory Architecture using Emerging Technologies.

Rajendra Bishnoi, Sumit Diware, Anteneh Gebregiorgis, Simon Thomann, Sara Mannaa, Bastien Deveautour, Cédric Marchand, Alberto Bosio, Damien Deleruyelle, Ian O'Connor, Hussam Amrouch, Said Hamdioui

Proceedings of the International Conference on Microelectronics, 2023

Read-disturb Detection Methodology for RRAM-based Computation-in-Memory Architecture.

Mohammad Amin Yaldagard, Sumit Diware, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

A 115.1 TOPS/W, 12.1 TOPS/mm² Computation-in-Memory using Ring-Oscillator based ADC for Edge AI.

Abhairaj Singh, Rajendra Bishnoi, Ali Kaichouhi, Sumit Diware, Rajiv V. Joshi, Said Hamdioui

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

Mapping-aware Biased Training for Accurate Memristor-based Neural Networks.

Sumit Diware, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

Dealing with Non-Idealities in Memristor Based Computation-In-Memory Designs.

Anteneh Gebregiorgis, Abhairaj Singh, Sumit Diware, Rajendra Bishnoi, Said Hamdioui

Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

2021

Low-Power Memristor-Based Computing for Edge-AI Applications.

Abhairaj Singh, Sumit Diware, Anteneh Gebregiorgis, Rajendra Bishnoi, Francky Catthoor, Rajiv V. Joshi, Said Hamdioui

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Unbalanced Bit-slicing Scheme for Accurate Memristor-based Neural Network Architecture.

Sumit Diware, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021