Research progress on memristor: From synapses to computing systems

X Yang, B Taylor, A Wu, Y Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As the limits of transistor technology are approached, feature size in integrated circuit
transistors has been reduced very near to the minimum physically-realizable channel length …

Sextans: A streaming accelerator for general-purpose sparse-matrix dense-matrix multiplication

L Song, Y Chi, A Sohrabizadeh, Y Choi, J Lau… - Proceedings of the …, 2022 - dl.acm.org
Sparse-Matrix Dense-Matrix multiplication (SpMM) is the key operator for a wide range of
applications including scientific computing, graph processing, and deep learning …

BLEND: a fast, memory-efficient and accurate mechanism to find fuzzy seed matches in genome analysis

C Firtina, J Park, M Alser, JS Kim… - NAR Genomics and …, 2023 - academic.oup.com
Generating the hash values of short subsequences, called seeds, enables quickly
identifying similarities between genomic sequences by matching seeds with a single lookup …

Accelerating genome analysis via algorithm-architecture co-design

O Mutlu, C Firtina - 2023 60th ACM/IEEE Design Automation …, 2023 - ieeexplore.ieee.org
High-throughput sequencing (HTS) technologies have revolutionized the field of genomics,
enabling rapid and cost-effective genome analysis for various applications. However, the …

Gmx: Instruction set extensions for fast, scalable, and efficient genome sequence alignment

M Doblas, O Lostes-Cazorla, Q Aguado-Puig… - Proceedings of the 56th …, 2023 - dl.acm.org
Sequence alignment remains a fundamental problem in computer science with practical
applications ranging from pattern matching to computational biology. The ever-increasing …

Genpip: In-memory acceleration of genome analysis via tight integration of basecalling and read map**

H Mao, M Alser, M Sadrosadati, C Firtina… - 2022 55th IEEE/ACM …, 2022 - ieeexplore.ieee.org
Nanopore sequencing is a widely-used high-throughput genome sequencing technology
that can sequence long fragments of a genome into raw electrical signals at low cost …

DIPER: Detection and Identification of Pathogens using Edit distance-tolerant Resistive CAM

I Merlin, E Garzón, A Fish… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We propose a novel resistive edit distance-tolerant content addressable memory for
computational genomics applications, particularly for detection and identification of …

Modeling and design for magnetoelectric ternary content addressable memory (TCAM)

S Narla, P Kumar, AF Laguna, D Reis… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
This article proposes a novel magnetoelectric (ME) effect-based ternary content addressable
memory (TCAM). The potential array-level write and search performances of the proposed …

Aligner-d: Leveraging in-dram computing to accelerate dna short read alignment

F Zhang, S Angizi, J Sun, W Zhang… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
DNA short read alignment task has become a major sequential bottleneck to humongous
amounts of data generated by next-generation sequencing platforms. In this paper, an …

RawHash: enabling fast and accurate real-time analysis of raw nanopore signals for large genomes

C Firtina, N Mansouri Ghiasi, J Lindegger… - …, 2023 - academic.oup.com
Nanopore sequencers generate electrical raw signals in real-time while sequencing long
genomic strands. These raw signals can be analyzed as they are generated, providing an …