WorksheetsUNIT-1 Neural Networks Quiz-1 FINAL
Total questions: 20
Worksheet time: 10mins
Which component of the human brain is often likened to the central?
Cerebellum
Cerebrum
Brainstem
Thalamus
What distinguishes an artificial neuron from a biological neuron?
Artificial neurons have dendrites
Artificial neurons transmit electrical impulses
Biological neurons use chemical signals
Biological neurons do not learn
Which is a core terminology in neural?
Gene editing
Backpropagation
Amplification
Refraction
Which of the following best describes the primary function of an artificial?
Amplify input signals
Mimic DNA replication
Perform nonlinear transformations
Store long-term memory
Which of the following is NOT a neural network architecture?
Convolutional Neural Network
Radial Basis Function Network
Decision Tree Network
Recurrent Neural Network
Which activation function outputs values between 0 and 1?
ReLU
Sigmoid
Tanh
Linear
What is a key application of neural?
Virus mutation
Image classification
Drug synthesis
Chemical bonding
Which learning method involves labeled?
Reinforcement Learning
Supervised Learning
Unsupervised Learning
Self-Supervised Learning
What inspired the development of artificial neural networks in computing?
Quantum mechanics
Biological neurons
Chemical reactions
Relational databases
Which part of the biological neuron receives input from other neurons?
Axon
Soma
Dendrite
Synapse
What is the function of the activation function in an artificial neuron?
Calculates weight
Stores output
Introduces non-linearity
Normalizes data
Which terminology describes the strength of connection between two?
Bias
Weight
Threshold
Activation
Which network is more adaptable to learning: biological or artificial?
Artificial
Neither
Both are equal
Biological
What does the architecture of a neural network determine?
Learning rate
Structure of connections
Type of activation
Output accuracy
Which of the following is a learning method in neural networks?
Experimental
Supervised
Behavioral
Genetic
Which activation function outputs -1 to?
ReLU
Sigmoid
Tanh
Step
Which of these is a real-world application of neural networks?
Gravity measurement
Handwriting recognition
Paper folding
Gear manufacturing
What type of learning uses rewards or?
Unsupervised
Reinforcement
Supervised
Logical
Which term defines the initial value added to neuron input?
Weight
Bias
Error
Learning rate
Which type of learning finds patterns in?
Reinforcement
Supervised
Unsupervised
Experimental
