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20172025
most citedEfficient Training of the Memristive Deep Belief Net Immune to Non-Idealities of the Synaptic Devices

13 citations · 60 across the 21 of their papers we have counts for

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Showing 2022Show all

9 papers · 1 filter

cs.AR2022

On Consistency for Bulk-Bitwise Processing-in-Memory

Ben Perach, Ronny Ronnen, Shahar Kvatinsky

Processing-in-memory (PIM) architectures allow software to explicitly initiate computation in the memory. This effectively makes PIM operations a new class of memory operations, al…

cs.ET2022

abstractPIM: A Technology Backward-Compatible Compilation Flow for Processing-In-Memory

Adi Eliahu, Rotem Ben-Hur, Ronny Ronen +1

The von Neumann architecture, in which the memory and the computation units are separated, demands massive data traffic between the memory and the CPU. To reduce data movement, new…

cs.AR2022

MatPIM: Accelerating Matrix Operations with Memristive Stateful Logic

Orian Leitersdorf, Ronny Ronen, Shahar Kvatinsky

The emerging memristive Memory Processing Unit (mMPU) overcomes the memory wall through memristive devices that unite storage and logic for real processing-in-memory (PIM) systems.…

cs.AR2022★ 4 cited

PartitionPIM: Practical Memristive Partitions for Fast Processing-in-Memory

Orian Leitersdorf, Ronny Ronen, Shahar Kvatinsky

Digital memristive processing-in-memory overcomes the memory wall through a fundamental storage device capable of stateful logic within crossbar arrays. Dynamically dividing the cr…

eess.SY2022★ 12 cited

FiltPIM: In-Memory Filter for DNA Sequencing

Marcel Khalifa, Rotem Ben-Hur, Ronny Ronen +3

Aligning the entire genome of an organism is a compute-intensive task. Pre-alignment filters substantially reduce computation complexity by filtering potential alignment locations.…

cs.AR2022

AritPIM: High-Throughput In-Memory Arithmetic

Orian Leitersdorf, Dean Leitersdorf, Jonathan Gal +3

Digital processing-in-memory (PIM) architectures are rapidly emerging to overcome the memory-wall bottleneck by integrating logic within memory elements. Such architectures provide…

cs.AR2022

HashPIM: High-Throughput SHA-3 via Memristive Digital Processing-in-Memory

Batel Oved, Orian Leitersdorf, Ronny Ronen +1

Recent research has sought to accelerate cryptographic hash functions as they are at the core of modern cryptography. Traditional designs, however, suffer from the von Neumann bott…

eess.SP2022★ 13 cited

Efficient Training of the Memristive Deep Belief Net Immune to Non-Idealities of the Synaptic Devices

Wei Wang, Barak Hoffer, Tzofnat Greenberg-Toledo +8

The tunability of conductance states of various emerging non-volatile memristive devices emulates the plasticity of biological synapses, making it promising in the hardware realiza…

cs.AR2022★ 12 cited

Understanding Bulk-Bitwise Processing In-Memory Through Database Analytics

Ben Perach, Ronny Ronen, Benny Kimelfeld +1

Bulk-bitwise processing-in-memory (PIM), where large bitwise operations are performed in parallel by the memory array itself, is an emerging form of computation with the potential…