activity
20202023
most citedOne-step regression and classification with crosspoint resistive memory arrays

106 citations · 208 across the 5 of their papers we have counts for

collaborators

5 papers

cs.AR2023★ 8 cited

Experimental Demonstration of Non-Stateful In-Memory Logic with 1T1R OxRAM Valence Change Mechanism Memristors

Henriette Padberg, Amir Regev, Giuseppe Piccolboni +4

Processing-in-memory (PIM) is attractive to overcome the limitations of modern computing systems. Numerous PIM systems exist, varying by the technologies and logic techniques used.…

cs.ET2022★ 12 cited

Fully-Binarized, Parallel, RRAM-based Computing Primitive for In-Memory Similarity Search

Sandeep Kaur Kingra, Vivek Parmar, Deepak Verma +5

In this work, we propose a fully-binarized XOR-based IMSS (In-Memory Similarity Search) using RRAM (Resistive Random Access Memory) arrays. XOR (Exclusive OR) operation is realized…

cs.CC2020★ 32 cited

In-memory eigenvector computation in time O(1)

Zhong Sun, Giacomo Pedretti, Elia Ambrosi +2

In-memory computing with crosspoint resistive memory arrays has gained enormous attention to accelerate the matrix-vector multiplication in the computation of data-centric applicat…

cs.CC2020★ 50 cited

Time complexity of in-memory solution of linear systems

Zhong Sun, Giacomo Pedretti, Piergiulio Mannocci +3

In-memory computing with crosspoint resistive memory arrays has been shown to accelerate data-centric computations such as the training and inference of deep neural networks, thank…

cs.LG2020★ 106 cited

One-step regression and classification with crosspoint resistive memory arrays

Zhong Sun, Giacomo Pedretti, Alessandro Bricalli +1

Machine learning has been getting a large attention in the recent years, as a tool to process big data generated by ubiquitous sensors in our daily life. High speed, low energy com…