Title
Bifurcation and Nonlinear Dynamics in Neural Network: Theory and Application,Used
Delivery time: 8-12 business days (International)
Nonlinear dynamics play an important role on biological livings, including biological neural systems. Researchers have shown that nonlinear dynamics and chaos exist in several levels of neural systems from micro to macro levels. This is a strong motivation for the addition of nonlinear dynamics and chaos into neural networks. In this book, a new type of neural network is introduced based on the nonlinear dynamics and chaos. Bifurcation behavior of the neural network shows that the state of the neurons will move chaotically among the stored states of the network but finally, by decreasing the degree of chaos, settles down into a proper state. Therefore this new type of neural network with chaotic dynamics is able to search the state space and seeks the points far away from equilibrium points. We also find that increasing the memory capacity of the neural network is one of the consequences of adding the nonlinearity into it. This network can also be used for pattern recognition, classification, and optimization.
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⚠️ WARNING (California Proposition 65):
This product may contain chemicals known to the State of California to cause cancer, birth defects, or other reproductive harm.
For more information, please visit www.P65Warnings.ca.gov.
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Shipping & Returns
Shipping
We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.
Returns
To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.
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Warranty
We provide a 2-year limited warranty, from the date of purchase for all our products.
If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.
This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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Your payment information is processed securely. We do not store credit card details nor have access to your credit card information.
We accept payments with :
Visa, MasterCard, American Express, Paypal, Shopify Payments, Shop Pay and more.