AKTU Neural Networks (BMC042) Syllabus PDF – MCA 4th Semester 2025-26

BMC042 Neural Networks - AKTU MCA Semester 4 Syllabus 2025-26

Download the official AKTU MCA 2nd Year Semester 4 BMC042 Neural Networks syllabus (2025-26) as a free PDF. This subject-wise file is based on the official Dr. A.P.J. Abdul Kalam Technical University syllabus.

Topics covered in the official syllabus

• Neurocomputing and Neuroscience: The human brain, biological neurons, neural
• Basic Models: McCulloch-Pitts neuron model, Hebb net, activation functions,
• Multilayer neural network: Introduction, comparison with single layer networks.
• Recurrent network: Introduction, architecture and types.
• Special networks: Cognitron, Support vector machines. Complex valued NN and

Download details

• University: AKTU, Lucknow
• Programme: MCA
• Year: 2nd
• Semester: 4
• Subject code: BMC042
• Session: 2025-26
• Format: PDF
• Price: Free