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Implementation of A Neuron Model Using FPGA

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Page 1: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Implementation of A Neuron Model Using FPGA

Page 2: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Implementation of A Neuron Model Using FPGA

Page 3: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

FPGA

Page 4: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Configuration of The NN system

Page 5: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Implementation of A Neuron Model Using FPGA

Page 6: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

LUTs

Page 7: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Boolean NN

Page 8: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Boolean NN

Page 9: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Example

Page 10: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Implementation of A Neuron Model Using FPGA

Page 11: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Neuron Structural Diagram

Page 12: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Implementation of A Neuron Model Using FPGA

Page 13: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Implementation of A Neuron Model Using FPGA

Page 14: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

Implementation of A Neuron Model Using FPGA

Page 15: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

VHDL Code of Tanh

Page 16: Implementation of A Neuron Model Using FPGA main advantage of FPGA is the flexibility that they afford [ 3]. ... Many researchers use a lookup table to implement the tansig function

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Topics for Project, · 2020-02-02 · Approximate LUT mapping for FPGAs To program an FPGA, a technology mapping of the circuit description to the lookup tables (LUTs) of the FPGA

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Cookbook · COOKBOOK Universal Lookup . 1 Universal Lookup Database Universal Lookup functionality allows extension of otherwise static database structures with custom fields, and