Two-Step Implementation of Sigmoid Function for Artificial Neural Network in Field Programmable Gate Array

QR Code

Two-Step Implementation of Sigmoid Function for Artificial Neural Network in Field Programmable Gate Array

In this paper, a combination of second order nonlinear function (SONF) and differential look-up table (differential LUT) is introduced as a sigmoid function for implementing the artificial neural network (ANN) in field programmable gate array (FPGA). Implementing ANN on FPGA will overcome the slow r...

Full description

Bibliographic Details
Main Authors:	Syahrulanuar, Ngah, Rohani, Abu Bakar, Abdullah, Embong
Format:	Conference or Workshop Item
Language:	English
Published:	2014
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/6903/ http://umpir.ump.edu.my/id/eprint/6903/1/Two-Step_Implementation_of_Sigmoid_Function_for_Artificial_Neural_Network_in_Field_Programmable_Gate_Array.pdf

Similar Items

Two-Steps Implementation of Sigmoid Function for Artificial Neural Network in Field Programmable Gate Array
by: Syahrulanuar, Ngah, et al.
Published: (2016)

Indoor positioning using artificial neural network with field programmable gate array implementation
by: Syahrulanuar, Ngah, et al.
Published: (2018)

Field programmable gate array based sigmoid function implementation using differential lookup table and second order nonlinear function
by: Syahrulanuar, Ngah
Published: (2021)

Review of the Sigmoid Function Implementation into Digital Hardware
by: Syahrulanuar, Ngah, et al.
Published: (2015)

Sigmoid function implementation using the unequal segmentation of differential lookup table and second order nonlinear function
by: Syahrulanuar, Ngah, et al.
Published: (2017)

Local Position Estimation Using an Artificial Neural Network Based Model with a Hardware Implementation
by: Abdullah, Embong, et al.
Published: (2012)

Studies on flat CORDIC implementation in field programmable gate arrays (FPGA) / Meera Subramaniam
by: Meera , Subramaniam
Published: (2004)

Advanced encryption standard-XTS implementation in field programmable gate array hardware
by: Ahmed, Shakil, et al.
Published: (2015)

Fast fourier transform processor implementation for high inputs on field programmable gates array
by: Ali Abbas, Zaid
Published: (2018)

Soil moisture monitoring using field programmable gate array
by: Husni, Muhammed Ihsan, et al.
Published: (2018)

Soil moisture monitoring using field programmable gate array
by: Husni, Muhammed Ihsan, et al.
Published: (2018)

Design and implementation of real data fast fourier transform processor on field programmable gates array
by: Ahmed, Mohammed Kassim
Published: (2015)

Dual-sampling sigma-delta analog-to-digital converter implementation in field-programmable gate array
by: Noor Shah, Mohd Syahril
Published: (2013)

Design of an advanced encryption standard crypto-processor core for field programmable gate array implementation
by: Ismail, Mohd. Izuan
Published: (2006)

Neural fields with sigmoidal firing rates: approximate solutions
by: Coombes, Stephen, et al.
Published: (2010)

Real time motorcycle image detections on field programmable gate array
by: Mat Nong, Mohd Ali, et al.
Published: (2015)

Sigma-delta analog to digital converter on field programmable gate array
by: Hamadani, Maral Faghani
Published: (2015)

Hardware modeling of binary coded decimal adder in field programmable gate array
by: Ibrahimy, Muhammad Ibn, et al.
Published: (2013)

Smart home security access system using field programmable gate arrays
by: Saleh, Shukur, et al.
Published: (2018)

Real time plate recognition for motorcycle using field programmable gate array
by: Mat Nong, Mohd Ali
Published: (2019)

Implementation of a low complexity peak-to-average power ratio reduction scheme on field programmable gate array
by: Varahram, Pooria, et al.
Published: (2015)

Improved genetic algorithm for direct current motor high speed controller implemented on field programmable gate array
by: Alkhafaji, Falih Salih
Published: (2019)

An efficient semi-sigmoidal non-linear activation function approach for deep neural networks
by: Chieng, Hock Hung
Published: (2022)

Design of fuzzy logic controller for AC motor based on field programmable gate array
by: Obaid, Zeyad Assi, et al.
Published: (2009)

Stimulus signal generation for field programmable gate array- based gamma spectroscopy system
by: Abd Rahman, Nur Aira
Published: (2016)

A comparative study on the implementation of reversible Binary Coded Decimal (BCD) Adder performance on Field Programmable Gate array (FPGA)
by: Tham, N., et al.
Published: (2014)

Implementation of direct torque control of induction machines utilizing Digital Signal Processor (DSP) and Field Programmable Gate Arrays (FPGA)
by: Toh, Chuen Ling
Published: (2005)

Multi-directional matrix converter for low power application using field-programmable gate array
by: Toosi, Saman
Published: (2015)

Low power multicarrier- code division multiple access receiver on field programmable gate array
by: Mohd Hassan, Siti Lailatul, et al.
Published: (2019)

Design and implementation of a direct torque control of induction machine utilizing a digital signal processor and the field programmable gate arrays
by: Toh, C. L., et al.
Published: (2006)

Digital beamforming implementation of switch-beam smart antenna system by using integrated digital signal processor and field-programmable gate array
by: Vakilian, Vida
Published: (2008)

Design and implementation of a direct torque control of induction machine utilizing a digital signal processor and the field programmable gate arrays
by: Toh, C. L., et al.
Published: (2005)

Implementation study of field programmable gate array (FPGA) and complex programmable logic device (CPLD) in collision avoidance system using vhsic hardware description language (VHDL)
by: Mohammad Naqiuddin Fahmi, Fathli, et al.
Published: (2021)

An optimised field programmable gate array (FPGA) Jacobian logarithm architecture for turbo codes and soft bit demodulation
by: Lim, Li Li
Published: (2019)

Design of field programmable gate array-based proportional-integral-derivative fuzzy logic controller with tunable ganin
by: Obaid, Zeyad Assi
Published: (2010)

A Simple Approach of Space-vector Pulse Width Modulation Realization Based on Field Programmable Gate Array
by: Sutikno, Tole, et al.
Published: (2010)

A Data-driven Sigmoid-based Secretion Rate of Neuroendocrine-PID Control for TRMS System
by: Mohd Riduwan, Ghazali, et al.
Published: (2021)

Artificial neural network implementation on firearm recognition system with respect to ring firing pin impression image
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2011)

Implementation of a New Torque and Flux Controllers for Direct Torque Control (DTC) of Induction Machine Utilizing Digital Signal Processor (DSP) and Field Programmable Gate Arrays (FPGA)
by: Toh, C. L., et al.
Published: (2005)

Design Of Direct Sequence Code Division Multiple Access (Ds-Cdma) Wireless Transmitter Using Field Programmable Gate Array (Fpga)
by: Osman, Khalid Eltahir Mohamed
Published: (2002)