FPGA Implementation of Multilayer Perceptron for Speech Recognition

FPGA Implementation of Multilayer Perceptron for Speech Recognition

In this paper, a method for designing and implementing Multilayer Perceptron (MLP) based on the BP algorithm has been suggested. The method has described an MLP on Register Transfer Level (RTL) using VHDL description language and implemented on Field Programmable Gate Array (FPGA) for speech reco...

Full description

Bibliographic Details
Main Author:	Ghassan Hazin Shakoory
Format:	Article
Language:	Arabic
Published:	Mustansiriyah University/College of Engineering 2013-12-01
Series:	Journal of Engineering and Sustainable Development
Subjects:	Multi-Layer Perceptron ANNs FPGA VHDL Speech Recognition
Online Access:	https://jeasd.uomustansiriyah.edu.iq/index.php/jeasd/article/view/1039

Similar Items

FPGA-Based Implementation of a Multilayer Perceptron Suitable for Chaotic Time Series Prediction
by: Ana Dalia Pano-Azucena, et al.
Published: (2018-10-01)

Image Smoothing Based On FPGA
by: Maha A.R. Hasso, et al.
Published: (2013-08-01)

Multilayer perceptron for face recognition
by: Ričardas Toliušis, et al.
Published: (2017-12-01)

Implementation of Simplified Data Encryption Standard on FPGA using VHDL
by: salim Qadir Mohammed
Published: (2022-03-01)

Hybrid hidden markov model and multilayer perceptron for speech recognition /
by: 234469 Lim, Ying Sean
Published: (2005)

Self-organizing map and multilayer perceptron for malay speech recognition /
by: 367635 Goh, Kia Eng
Published: (2006)

CONSTRUÇÃO DE UM BRAÇO ROBÓTICO CONTROLADO A PARTIR DE UM FPGA
by: Geovane Mimoso Souza, et al.
Published: (2013-05-01)

CONSTRUÇÃO DE UM BRAÇO ROBÓTICO CONTROLADO A PARTIR DE UM FPGA
by: Geovane Mimoso Souza, et al.
Published: (2013-05-01)

FPGA Design and Implementation of Data Covering Based on MD5 Algorithm
by: Thamir R. Saeed
Published: (2016-12-01)

FPGA Simulation of Type-3 Feistel Network of The 128 bits Block Size Improved Blowfish Cryptographic Encryption
by: Ashwaq Talib Hashim, et al.
Published: (2010-04-01)

Identification of sea urchins in melonguane coastal area using Multilayer Perceptron Neural Network
by: Andar Alwein Pinilas, et al.
Published: (2022-08-01)

Hybrid hidden markov model and multilayer perceptron for speech recognition [electronic resource] /
by: 234469 Lim, Ying Sean
Published: (2005)

Self-organizing map and multilayer perceptron for malay speech recognition [ electronic resource] /
by: 367635 Goh, Kia Eng
Published: (2006)

The multi-layer perceptron as a tool for speech pattern processing research /
by: 421210 Peeling, S. M., et al.

Realization of universal periodic sequence generator on FPGA
by: Petrović Miljan, et al.
Published: (2016-01-01)

Dynamic topology generation of an artificial neural network of the multilayer perceptron type
by: Héctor Tabares, et al.
Published: (2006-08-01)

Design and Realization of FIR Filter for Inter Satellite Link at 50-90 MHZ Frequency using FPGA
by: Yuyu Wahyu, et al.
Published: (2016-12-01)

Development of an Isolated Digit Speech Recognition Based on Multilayer Perceptron Model
by: Mohamad Hussin, Ummu Salmah
Published: (2004)

Persian Speech Emotion Recognition Approach based on Multilayer Perceptron
by: Seyed Mehdi Hoseini
Published: (2021-03-01)

Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks
by: Ahmed Sanaullah, et al.
Published: (2018-12-01)

The Use of Multilayer Perceptron Artificial Neural Networks to Detect Dairy Cows at Risk of Ketosis
by: Edyta A. Bauer, et al.
Published: (2022-01-01)

Field programmable gate array (FPGA) implementation of novel complex PN-code-generator- based data scrambler and descrambler
by: Shabir A. Parah
Published: (2010-04-01)

COLORING OF GRAY-SCALE IMAGE USING FPGA
by: Ammar A. Hassan
Published: (2024-03-01)

Implementing of Forward Link Channel CDMA2000-1x System by Using Simulink HDL Coder
by: Hadi T. Ziboon, et al.
Published: (2012-08-01)

FPGA implementation of a hybrid on-line process monitoring in PC based real-time systems
by: Jovanović Bojan, et al.
Published: (2011-01-01)

Implementation of Analog Perceptron as an Essential Element of Configurable Neural Networks
by: Chao Geng, et al.
Published: (2020-07-01)

Efficient Implementation of Ternary SDM Filters using State-of-the-Art FPGA
by: Tayabuddin Memon, et al.
Published: (2011-04-01)

FPGA-Based Implementation of Genetically Tuned Fuzzy Logic Controller (GA-FLC)
by: Emad A. Hussein, et al.
Published: (2012-09-01)

P4 to FPGA-A Fast Approach for Generating Efficient Network Processors
by: Zhuang Cao, et al.
Published: (2020-01-01)

FPGA Implementation of a Simple 3D Graphics Pipeline
by: Vladimir Kasik, et al.
Published: (2015-01-01)

Implementing Fuzzy Logic Controller Using VHDL
by: Yousra A. Mohammed, et al.
Published: (2007-11-01)

IMPLEMENTACIÓN DEL ALGORITMO PARA EL CÁLCULO DE LA RAÍZ CUADRADA EN UN ARREGLO FPGA USANDO REPRESENTACIÓN DE PUNTO FIJO
by: Jorge H. López, et al.
Published: (2018-07-01)

Pengkodean Kanal Reed Solomon Berbasis FPGA Untuk Transmisi Citra Pada Satelit Nano
by: Ainun Jariyah, et al.
Published: (2013-03-01)

A Spiking LSTM Accelerator for Automatic Speech Recognition Application Based on FPGA
by: Tingting Yin, et al.
Published: (2024-02-01)

High-Capacity Data Processing with FPGA-Based Multiplication Algorithms and the Design of a High-Speed LUT Multiplier
by: Kenan Baysal, et al.
Published: (2023-12-01)

Desain ADC SAR 10-Bit Dua Kanal Simultan menggunakan Board FPGA Altera DE10
by: MUHAMMAD ULIN NUHA, et al.
Published: (2022-01-01)

Noise Adaptive Stream Weighting in Audio-Visual Speech Recognition
by: Berthommier Frédéric, et al.
Published: (2002-01-01)

Malay syllable recognition based on multilayer perceptron and dynamic time warping /
by: 294238 Ting, Hua Nong, et al.
Published: (2001)

Secure CAPTCHA by Genetic Algorithm (GA) and Multi-Layer Perceptron (MLP)
by: Saman Shojae Chaeikar, et al.
Published: (2023-09-01)

FPGA Implementations of Feed Forward Neural Network by using Floating Point Hardware Accelerators
by: Gabriele-Maria Lozito, et al.
Published: (2014-01-01)