Training and optimizing parameters of Spiking Neural Network using Genetic algorithm

The aim is to train and optimizing parameters of the Spiking Neural Network using a Genetic algorithm. Parameters in chromosomes: Number of Neurons, Number of layers

[login to view URL] of neural network: Spiking neural network

[login to view URL]: Classification

3. Dataset: Could be MNIST or CIFAR10

4. Parameters: Number of neurons and Number of layer

5. Language: Python

7. Criteria of success: At least 90% accuracy, while finding the best paraments (optimization)

Need a specialist in genetic algorithm and Neural network, who had experienced working with spiking neural network and genetic algorithm.

Please note, only if you have worked with the spiking neural network before, send me a message to discuss.

Compétences : Python, Machine Learning (ML), Genetic Algorithms, Neural Networks

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Concernant l'employeur :
( 2 commentaires ) Mount waverlery, Australia

Nº du projet : #29993005

Décerné à:


I have read project requirements. I am managing director of software company and I have team for development so we can complete it perfectly. I am from India GMT +5:30 and I am available from 8:00 AM to 11:00 PM. We Plus

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15 freelances font une offre moyenne de 1266 $ pour ce travail

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---- Training and optimizing parameters of Spiking Neural Network using Genetic algorithm ----- Hi! I'm 6 years experienced Data Scientist with experience in Data Science, Machine Learning & Deep Learning ready to do Plus

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✅ Python, Django Expert ✅ Hi. Dear. I have just read your project description carefully and understood what you want. I have 5+ years of experience in Python. I can train and optimize the parameters of the Spiking Neur Plus

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Hi. Nice to meet you. https://www.freelancer.com/u/MihailKuzmin I am a mathematician who has 7 years of experiences in Matlab coding. I will provide you the perfect results according to your proposal. Please contact me Plus

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Hi, I am a Deep Learning/Machine Learning Expert using python. I have Many experiences with many Neural network such as Sipking Neural Network , CNN RNN. I can realize ML/DL technologies with python tensorflow, keras Plus

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Hi, there. I have read your project description very carefully so I had confidence that I can do it. But some problem you need for the project will discuss with me before starting work, I think. I have experience over Plus

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Hi! I am Nguyen. I am a Python expert with over 5 years experience dealing with Software, I can help working with your projects. I've previously worked on the exact same project for another employer. Basick Knowledge: Plus

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Hello there, I am a Python and ML developer with Genetic Algorithms by having a experience in it of 6+ years and had always given accurate results with satisfaction. Due to NDA, I can not share with you my previous w Plus

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Hello I would really love to work on it. I have worked extensively on genetic algorithms, and worked on DNNs also. I haven't worked specifically on Spiking neural networks, but have read few research papers. Regards

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