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• Opening and Themes:Introduction and Aspirations;Optimal Statistical Procedures;Linear Links and Nonlinear Knots: The Basic Neural Net;Bifurcations and Chaos; Associative and Storage Memories:What is a Memory? The Hamming and Hopfield Nets;Compound and SpuriousA" Traces;Preserving Plasticity: A Bayesian Approach;The Key Task: The Fixing of Fading Data, Conclusions I;Performance of the Probability-Maximising Algorithm;Other Memories - Other Considerations; Oscillatory Operation and the Biological Model:Neuron Models and Neural Masses;Freeman Oscillators - Solo and in Concert;Associative Memories Incorporating the Freeman Oscillator;Olfactory Comparisons, Conclusions II;Transmission Delays;

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• Opening and Themes:Introduction and Aspirations;Optimal Statistical Procedures;Linear Links and Nonlinear Knots: The Basic Neural Net;Bifurcations and Chaos; Associative and Storage Memories:What is a Memory? The Hamming and Hopfield Nets;Compound and SpuriousA" Traces;Preserving Plasticity: A Bayesian Approach;The Key Task: The Fixing of Fading Data, Conclusions I;Performance of the Probability-Maximising Algorithm;Other Memories - Other Considerations; Oscillatory Operation and the Biological Model:Neuron Models and Neural Masses;Freeman Oscillators - Solo and in Concert;Associative Memories Incorporating the Freeman Oscillator;Olfactory Comparisons, Conclusions II;Transmission Delays;

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• Opening and Themes:Introduction and Aspirations;Optimal Statistical Procedures;Linear Links and Nonlinear Knots: The Basic Neural Net;Bifurcations and Chaos; Associative and Storage Memories:What is a Memory? The Hamming and Hopfield Nets;Compound and SpuriousA" Traces;Preserving Plasticity: A Bayesian Approach;The Key Task: The Fixing of Fading Data, Conclusions I;Performance of the Probability-Maximising Algorithm;Other Memories - Other Considerations; Oscillatory Operation and the Biological Model:Neuron Models and Neural Masses;Freeman Oscillators - Solo and in Concert;Associative Memories Incorporating the Freeman Oscillator;Olfactory Comparisons, Conclusions II;Transmission Delays;