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Neuroscience<==>
Machine Learning
Me
Neurons
Artificial Neuronsare simple...
https://blog.dbrgn.ch/2013/3/26/perceptrons-in-python/
Artificial Neuron
Real Neuronsare complex...
Real Neuron
Santiago Ramón y Cajal,
Dendrites
Cell Body
Refractory Period
channels
Figure 21-8, Lodish 4th Edition.
Ion Channels
Different Neuron Types
Gerstner et al. 2014
Spike Patterns
Artificial Neuron Real Neuron
Simple Complex
Deterministic Stochastic
Stateless Stateful
Time Invariant Time Sensitive
Artificial vs Real Neurons
?
Huebel & Wiesel
Dr. V. Aggarwal
Neural Networksbrain vs machine (learning)
Neural Network
Artificial Neural Network
Biological Problemsforward pass
Busbice et al. 2012
Connectome: C. elegans
Biological Problemsbackward pass
Lowery et al 2009
Back Propagation
Biological Problemslearnings
Butthere are similarities
Convolutional nets & Visual cortex
Le et al. 2012
High Level Concepts
Multimodal Embeddings
Weston et al.
Sharing is Caringneuroscience <==> ml
Hopfield Network
Ng et al. 07
Visual Receptive Fields
Neuromorphic Computing
The Brain vs Deep Learning Part I timdettmers.com
Readings
chausler@zendesk.com
zendesk.com/jobs
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