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20162024
most citedCompiling Spiking Neural Networks to Neuromorphic Hardware

47 citations · 129 across the 18 of their papers we have counts for

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5 papers · 1 filter

cs.AR2024

A Fully-Configurable Open-Source Software-Defined Digital Quantized Spiking Neural Core Architecture

Shadi Matinizadeh, Noah Pacik-Nelson, Ioannis Polykretis +9

We introduce QUANTISENC, a fully configurable open-source software-defined digital quantized spiking neural core architecture to advance research in neuromorphic computing. QUANTIS…

cs.AR2020★ 16 cited

Aging-Aware Request Scheduling for Non-Volatile Main Memory

Shihao Song, Anup Das, Onur Mutlu +1

Modern computing systems are embracing non-volatile memory (NVM) to implement high-capacity and low-cost main memory. Elevated operating voltages of NVM accelerate the aging of CMO…

cs.AR2020★ 40 cited

Improving Phase Change Memory Performance with Data Content Aware Access

Shihao Song, Anup Das, Onur Mutlu +1

A prominent characteristic of write operation in Phase-Change Memory (PCM) is that its latency and energy are sensitive to the data to be written as well as the content that is ove…

cs.AR2020★ 16 cited

Exploiting Inter- and Intra-Memory Asymmetries for Data Mapping in Hybrid Tiered-Memories

Shihao Song, Anup Das, Nagarajan Kandasamy

Modern computing systems are embracing hybrid memory comprising of DRAM and non-volatile memory (NVM) to combine the best properties of both memory technologies, achieving low late…

cs.AR2019★ 1 cited

Enabling and Exploiting Partition-Level Parallelism (PALP) in Phase Change Memories

Shihao Song, Anup Das, Onur Mutlu +1

Phase-change memory (PCM) devices have multiple banks to serve memory requests in parallel. Unfortunately, if two requests go to the same bank, they have to be served one after ano…