José Luis Abellán

1. Flexagon: A Multi-Dataflow Sparse-Sparse Matrix Multiplication Accelerator for Efficient DNN Processing
   2023/01/25 by Francisco Muñoz-Martínez, Muñoz-Martínez, Francisco, Raveesh Garg +9 · 9 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
2. Accelerating Polynomial Multiplication for Homomorphic Encryption on GPUs
   2022/09/02 by Kaustubh Shivdikar, Gilbert Jonatan, Shivdikar, Kaustubh +15 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Cryptography and Data Security #Cryptography and Residue Arithmetic #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
3. NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator
   2024/04/23 by Kaustubh Shivdikar, Shivdikar, Kaustubh, Nícolas Bohm Agostini +13 · 2 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #Robotics and Sensor-Based Localization #and Cluster Computing (cs.DC)
4. MGPU-TSM: A Multi-GPU System with Truly Shared Memory
   2020/08/05 by Saiful A. Mojumder, Yifan Sun, Mojumder, Saiful A. +16 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #cs.AR
5. Understanding the Design-Space of Sparse/Dense Multiphase GNN dataflows on Spatial Accelerators
   2021/03/14 by Raveesh Garg, Eric Qin, Garg, Raveesh +19 · 1 citation
   Engineering · Materials Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science
6. STONNE: A Detailed Architectural Simulator for Flexible Neural Network Accelerators
   2020/06/10 by Francisco Muñoz-Martínez, José L. Abellán, Muñoz-Martínez, Francisco +6 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #cs.AR #cs.LG #eess.SP #electronic engineering #information engineering