Articles

Evaluating CPU, GPU, and FPGA performance in the context of modal reverberation: a comparative analysis

in Audio and Acoustic Signal Processing

• Romain Michon
• Michele Ducceschi
• Pierre Cochard
• Travis Skare
• Craig J. Webb
• Riccardo Russo

Graph Neural Networks for Charged Particle Tracking on FPGAs

in Big Data and AI in High Energy Physics

• Abdelrahman Elabd
• Vesal Razavimaleki
• Shi-Yu Huang
• Javier Duarte
• Markus Atkinson
• Gage DeZoort
• Peter Elmer
• Scott Hauck
• Jin-Xuan Hu
• Shih-Chieh Hsu

ExaFlexHH: an exascale-ready, flexible multi-FPGA library for biologically plausible brain simulations

• Rene Miedema
• Christos Strydis

Low-latency hierarchical routing of reconfigurable neuromorphic systems

in Neuromorphic Engineering

• Samalika Perera
• Ying Xu
• André van Schaik
• Runchun Wang

Investigating hardware acceleration for simulation of CFD quantum circuits

in Fluid Mechanics

• Youssef Moawad
• Wim Vanderbauwhede
• René Steijl

Real-Time Inference With 2D Convolutional Neural Networks on Field Programmable Gate Arrays for High-Rate Particle Imaging Detectors

in Big Data and AI in High Energy Physics

• Yeon-jae Jwa
• Giuseppe Di Guglielmo
• Lukas Arnold
• Luca Carloni
• Georgia Karagiorgi

Accelerating Hyperparameter Tuning in Machine Learning for Alzheimer’s Disease With High Performance Computing

in Machine Learning and Artificial Intelligence

• Fan Zhang
• Melissa Petersen
• Leigh Johnson
• James Hall
• Sid E. O’Bryant

An FPGA implementation of Bayesian inference with spiking neural networks

in Neuromorphic Engineering

• Haoran Li
• Bo Wan
• Ying Fang
• Qifeng Li
• Jian K. Liu
• Lingling An

FPGA-Based CNN for Real-Time UAV Tracking and Detection

in Aerial and Space Networks

• Peter Hobden
• Saket Srivastava
• Edmond Nurellari

Soft error mitigation and recovery of SRAM-based FPGAs using brain-inspired hybrid-grained scrubbing mechanism

• Yu Xie
• Tingting Qiao
• Yizhuang Xie
• He Chen

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics

in Big Data and AI in High Energy Physics

• Yutaro Iiyama
• Gianluca Cerminara
• Abhijay Gupta
• Jan Kieseler
• Vladimir Loncar
• Maurizio Pierini
• Shah Rukh Qasim
• Marcel Rieger
• Sioni Summers
• Gerrit Van Onsem

A Scalable FPGA Architecture for Randomly Connected Networks of Hodgkin-Huxley Neurons

in Neuromorphic Engineering

• Kaveh Akbarzadeh-Sherbaf
• Behrooz Abdoli
• Saeed Safari
• Abdol-Hossein Vahabie

A Flexible Pulse Generator Based on a Field Programmable Gate Array Architecture for Functional Electrical Stimulation

in Neuroprosthetics

• Jorge A. Mercado-Gutierrez
• Ricardo Dominguez
• Ignacio Hernandez-Popo
• Jimena Quinzaños-Fresnedo
• Arturo Vera-Hernandez
• Lorenzo Leija-Salas
• Josefina Gutierrez-Martinez