FPGA-Based Implementation of Stochastic Configuration Networks for Regression Prediction

FPGA-Based Implementation of Stochastic Configuration Networks for Regression Prediction

The implementation of neural network regression prediction based on digital circuits is one of the challenging problems in the field of machine learning and cognitive recognition, and it is also an effective way to relieve the pressure of the Internet in the era of intelligence. As a nonlinear netwo...

Full description

Bibliographic Details
Main Authors:	Yunqi Gao, Feng Luan, Jiaqi Pan, Xu Li, Yaodong He
Format:	Article
Language:	English
Published:	MDPI AG 2020-07-01
Series:	Sensors
Subjects:	field programmable gate array hardware neural networks regression prediction stochastic configuration networks
Online Access:	https://www.mdpi.com/1424-8220/20/15/4191

Similar Items

Fpga implementations of neural networks /
by: Ormondi, Amos R., et al.
Published: (2006)

Preliminary FPGA implementation on adaptive modulation /
by: 366524 Mohd. Hafizsyafuddin Suhaimi, et al.
Published: (2008)

FPGA implementation of video frame grabber /
by: 362340 Ng, Bee Yee
Published: (2000)

FPGA implementation of hepwn for cascaded multilevel inverter /
by: Ahmed Majed ahmed Saif, 1990-, author, et al.
Published: (2014)

Baby CRY detection using FPGA implementation /
by: Lee, Kher Li, 1989- , author, et al.
Published: (2012)

Advanced FPGA design : architecture, implementation, and optimization /
by: Kilts, Steve, 1978-
Published: (2007)

FPGA implementation of ISDN protocol /
by: 322892 Kafiza Ahmad Kamaruzzaman
Published: (2002)

Spartan XL FPGA implementation of VGA monitor display /
by: 269030 Muhamed Harries Sazali, et al.
Published: (2008)

Configurable version management hardware transactional memory for embedded multiprocessor field-programmable gate array /
by: Jeevan Sirkunan, 1989- author, et al.
Published: (2015)

FPGA implementation of hepwn for cascaded multilevel inverter [electronic resource] /
by: Ahmed Majed ahmed Saif, 1990-, author
Published: (2014)

Baby CRY detection using FPGA implementation [electronic resource] /
by: Lee Kher Li, 1989- , author
Published: (2012)

An FPGA implementation of RSA processor core for public-key cryptosystem /
by: 185448 Tan, Siang Lin
Published: (2001)

Configurable version management hardware transactional memory for embedded multiprocessor field-programmable gate array [electronic resource] /
by: Jeevan Sirkunan, 1989- author
Published: (2016)

Design of a neural network for FPGA implementation /
by: Lim, Ee Ric, 1986-, et al.
Published: (2013)

FPGA implementation on MRI brain classification using support vector machine /
by: Noramalina Abdullah, 1979-, et al.
Published: (2009)

FPGA implementation of a sequential multiplier /
by: 375263 Tyah, Lain Shen
Published: (2006)

Implementation of the twofish algoritm using the FPGA /
by: 411047 Lio, John Siang Peng
Published: (2002)

Implementation of floating point multiplier in FPGA /
by: 387822 Foo, Loke Yip
Published: (2001)

FPGA implementation of 8-bit risc processor core using VHDL /
by: 259884 Mohd. Tahrizi Wan Zoolkifli
Published: (2002)

Verilog design of bist on AES256 processor core with FPGA implementation /
by: Hew, Kean Yung, 1981-, et al.
Published: (2008)

FPGA based CAM architecture string matching for network intrusion detection /
by: Gan, Chong Gim, 1976-, et al.
Published: (2012)

A Study on the Design Procedure of Re-Configurable Convolutional Neural Network Engine for FPGA-Based Applications
by: Pervesh Kumar, et al.
Published: (2022-11-01)

FPGA implementation on MRI brain classification using support vector machine [electronic resource] /
by: Noramalina Abdullah, 1979-
Published: (2009)

FPGA implementation of a booth parallel multiplier /
by: 455750 Choot, Teck Boon
Published: (2001)

Design of a neural network for FPGA implementation [electronic resource] /
by: Lim, Ee Ric, 1986-
Published: (2013)

FPGA based CAM architecture string matching for network intrusion detection [electronic resource] /
by: Gan, Chong Gim, 1976-
Published: (2012)

Verilog design of bist on AE256 processor core with FPGA implementation [electronic resources] /
by: Hew, Kean Yung, 1981-, et al.
Published: (2008)

FPGA based data acquisition /
by: Loh, Shu Ting, 1993- , author, et al.
Published: (2017)

FPGA based data acquisition /
by: Loh, Shu Ting, 1993- , author
Published: (2017)

Design and implementation of 16 bit DSP core processor using field programmable gate array (FPGA) /
by: 226850 Abdul Aziz Abdul Rahman
Published: (2003)

Shortest path processor using FPGA /
by: 259595 Rizal Kasyrno Ghazali
Published: (1999)

High speed data logging on FPGA /
by: Mohd. Hakim Jamdun Akirah, 1991-, et al.
Published: (2014)

FPGA based functional verification system /
by: 264154 Lee, Siaw Cheng
Published: (2006)

FPGA implementation of DLX microprocessor with wishbone SoC bus /
by: 230791 R. Selvakumar Rajagopal
Published: (2006)

FPGA based digital communication transmitter [microform] /
by: Abdul Salam Saad, et al.

FPGA based adaptive cryptography engine IPSec /
by: 560514 Shaikh Nasir Shaikh Husin, et al.
Published: (2007)

Development of a fixed pipeline GPU on FPGA /
by: Leong, Kevin Wei Chung, 1981-, et al.
Published: (2012)

Face detection surveillance system using FPGA /
by: Tan, Hui Fen, 1988-, author, et al.
Published: (2012)

FPGA based automated hardware verification system /
by: Kee, Woei Chee , author, et al.
Published: (2009)

Investigation on FPGA placement and routing via PSO /
by: 521903 Loo, Ling Kim, et al.
Published: (2010)