Intro to neural networks I - the TLU and perceptrons - MAELabs UCSD

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Brief review of neuronal structures and relation to ANNs A simplified biological neuron Classic threshold logic unit
One neuron alone is not where the true power lies Electrical impulses travel along the axons and are transmitted to other neurons via synaptic connections If enough incoming pulses arrive in a particular neuron in a given amount of time, the neuron fires, transmitting a new electrical impulse down its axon This is a fairly slow process (relative to computer architecture) for a single neuron, but…
Page 1 and 2: CogSci 109: Lecture 21 Wed, Nov. 28
Page 3 and 4: Announcements Readings Hw 6 up la
Page 5: There is! Artificial Neural Network
Page 9 and 10: Why is a neural structure so powerf
Page 11 and 12: Look not for the panacea of modelin
Page 13 and 14: The basics of Artificial Neurons A
Page 15 and 16: Artificial Neuron Firing… Neuron
Page 17 and 18: How does it ‘learn?’ The idea
Page 19: Computing "and": ‘And’ review
Page 23 and 24: Computing "not": ‘Not’ review
Page 25: Never fear, we can make more! That

Intro to neural networks I - the TLU and perceptrons - MAELabs UCSD

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