Sumit Diware

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Diabetic Retinopathy

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

IEEE Trans. Biomed. Circuits Syst.

Publications

Sumit Diware, Koteswararao Chilakala, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Reliable and Energy-Efficient Diabetic Retinopathy Screening Using Memristor-Based Neural Networks. IEEE Access 12 (2024)
Sumit Diware, Mohammad Amin Yaldagard, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Dynamic Detection and Mitigation of Read-disturb for Accurate Memristor-based Neural Networks. AICAS (2024)
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
Energy-efficient Computation-In-Memory Architecture using Emerging Technologies. ICM (2023)
Abhairaj Singh, Rajendra Bishnoi, Ali Kaichouhi, Sumit Diware, Rajiv V. Joshi, Said Hamdioui
Computation-in-Memory using Ring-Oscillator based ADC for Edge AI. AICAS (2023)
Sumit Diware, Abhairaj Singh, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 7 (1) (2023)
Mohammad Amin Yaldagard, Sumit Diware, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Read-disturb Detection Methodology for RRAM-based Computation-in-Memory Architecture. AICAS (2023)
Hassen Aziza, Cristian Zambelli, Said Hamdioui, Sumit Diware, Rajendra Bishnoi, Anteneh Gebregiorgis
On the Reliability of RRAM-Based Neural Networks. VLSI-SoC (2023)
Sumit Diware, Sudeshna Dash, Anteneh Gebregiorgis, Rajiv V. Joshi, Christos Strydis, Said Hamdioui, Rajendra Bishnoi
Severity-Based Hierarchical ECG Classification Using Neural Networks. IEEE Trans. Biomed. Circuits Syst. 17 (1) (2023)
Sumit Diware, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Mapping-aware Biased Training for Accurate Memristor-based Neural Networks. AICAS (2023)
Anteneh Gebregiorgis, Abhairaj Singh, Sumit Diware, Rajendra Bishnoi, Said Hamdioui
Dealing with Non-Idealities in Memristor Based Computation-In-Memory Designs. VLSI-SoC (2022)
Abhairaj Singh, Sumit Diware, Anteneh Gebregiorgis, Rajendra Bishnoi, Francky Catthoor, Rajiv V. Joshi, Said Hamdioui
Low-Power Memristor-Based Computing for Edge-AI Applications. ISCAS (2021)
Sumit Diware, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Unbalanced Bit-slicing Scheme for Accurate Memristor-based Neural Network Architecture. AICAS (2021)