128 citations · 460 across the 49 of their papers we have counts for
9 papers · 1 filter
TDPP: Two-Dimensional Permutation-Based Protection of Memristive Deep Neural Networks
Minhui Zou, Zhenhua Zhu, Tzofnat Greenberg-Toledo +6
The execution of deep neural network (DNN) algorithms suffers from significant bottlenecks due to the separation of the processing and memory units in traditional computer systems.…
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.…
PyPIM: Integrating Digital Processing-in-Memory from Microarchitectural Design to Python Tensors
Orian Leitersdorf, Ronny Ronen, Shahar Kvatinsky
Digital processing-in-memory (PIM) architectures mitigate the memory wall problem by facilitating parallel bitwise operations directly within the memory. Recent works have demonstr…
An Asynchronous and Low-Power True Random Number Generator using STT-MTJ
Ben Perach, Shahar Kvatinsky
The emerging Spin Transfer Torque Magnetic Tunnel Junction (STT-MTJ) technology exhibits interesting stochastic behavior combined with small area and low operation energy. It is, t…
Accelerating Relational Database Analytical Processing with Bulk-Bitwise Processing-in-Memory
Ben Perach, Ronny Ronen, Shahar Kvatinsky
Online Analytical Processing (OLAP) for relational databases is a business decision support application. The application receives queries about the business database, usually reque…
Performance Analysis of Digital Processing-in-Memory through a Case Study on Convolutional-Neural-Network Acceleration
Orian Leitersdorf, Ronny Ronen, Shahar Kvatinsky
Processing-in-Memory (PIM) architectures are evolving to minimize data movement by leveraging the same physical devices for both memory and logic functionalities. While analog PIM…
FourierPIM: High-Throughput In-Memory Fast Fourier Transform and Polynomial Multiplication
Orian Leitersdorf, Yahav Boneh, Gonen Gazit +2
The Discrete Fourier Transform (DFT) is essential for various applications ranging from signal processing to convolution and polynomial multiplication. The groundbreaking Fast Four…
ClaPIM: Scalable Sequence CLAssification using Processing-In-Memory
Marcel Khalifa, Barak Hoffer, Orian Leitersdorf +4
DNA sequence classification is a fundamental task in computational biology with vast implications for applications such as disease prevention and drug design. Therefore, fast high-…
Enabling Relational Database Analytical Processing in Bulk-Bitwise Processing-In-Memory
Ben Perach, Ronny Ronen, Shahar Kvatinsky
Bulk-bitwise processing-in-memory (PIM), an emerging computational paradigm utilizing memory arrays as computational units, has been shown to benefit database applications. This pa…