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02/16/2023
ClaPIM: Scalable Sequence CLAssification using Processing-In-Memory
DNA sequence classification is a fundamental task in computational biolo...
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08/09/2022
CoViT: Real-time phylogenetics for the SARS-CoV-2 pandemic using Vision Transformers
Real-time viral genome detection, taxonomic classification and phylogene...
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11/18/2021
Hamming Distance Tolerant Content-Addressable Memory (HD-CAM) for Approximate Matching Applications
We propose a novel Hamming distance tolerant content-addressable memory ...
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10/06/2020
WoLFRaM: Enhancing Wear-Leveling and Fault Tolerance in Resistive Memories using Programmable Address Decoders
Resistive memories have limited lifetime caused by limited write enduran...
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01/17/2019
BioSEAL: In-Memory Biological Sequence Alignment Accelerator for Large-Scale Genomic Data
Genome sequences contain hundreds of millions of DNA base pairs. Finding...
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12/20/2018
AIDA: Associative DNN Inference Accelerator
We propose AIDA, an inference engine for accelerating fully-connected (F...
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05/24/2018
GIRAF: General purpose In-storage Resistive Associative Framework
GIRAF is an in-storage architecture and algorithm framework based on Res...
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05/24/2018
PRINS: Resistive CAM Processing in Storage
Near-data in-storage processing research has been gaining momentum in re...
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05/28/2017
Sparse Matrix Multiplication on CAM Based Accelerator
Sparse matrix multiplication is an important component of linear algebra...
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05/20/2017
Cache Hierarchy Optimization
Power consumption, off-chip memory bandwidth, chip area and Network on C...
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05/20/2017
The Effect of Temperature on Amdahl Law in 3D Multicore Era
This work studies the influence of temperature on performance and scalab...
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05/19/2017