Layer multiplexing FPGA implementation for deep back-propagation learning

Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers

(2016) Francisco Ortega-Zamorano et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

FPGA Implementation of the C-Mantec Neural Network Constructive Algorithm

(2014) Francisco Ortega-Zamorano et al.   IEEE Transactions on Industrial Informatics

A Fully Pipelined FPGA Architecture of a Factored Restricted Boltzmann Machine Artificial Neural Network

(2014) Lok-Won Kim et al.   ACM Transactions on Reconfigurable Technology and Systems

Neural Network Approaches for Noisy Language Modeling

(2013) Jun Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Real-Time Nonlinear Parameter Estimation Using the Levenberg–Marquardt Algorithm on Field Programmable Gate Arrays

(2012) J. Shawash et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

FPGA Implementation of the Multilayer Neural Network for the Speed Estimation of the Two-Mass Drive System

(2011) Teresa Orlowska-Kowalska et al.   IEEE Transactions on Industrial Informatics

Development and Implementation of Parameterized FPGA-Based General Purpose Neural Networks for Online Applications

(2010) Alexander Gomperts et al.   IEEE Transactions on Industrial Informatics

High-Performance Reconfigurable Hardware Architecture for Restricted Boltzmann Machines

(2010) Daniel Le Ly et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Neural-Network-Based Low-Speed-Damping Controller for Stepper Motor With an FPGA

(2009) Quy Ngoc Le et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Direct Neural-Network Hardware-Implementation Algorithm

(2009) Andrei Dinu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS