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Open Source SNN cataska @ AGIT #2
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About Me 翥嘨ށ / ৼᇁ / ᑀଝ蝈
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What is SNN
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Spiking Neural Network Spiking Neural Network
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Neuron models • Hodgkin-Huxley • Leaky Integrate-and-Fire • Izhikevich
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Learning Algorithms
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Spike-time dependency plasticity
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Why SNN?
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Why SNN? • Dynamic
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Why SNN? • Dynamic • Time sensitive
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Why SNN? • Dynamic • Time sensitive • Mimics neuron in real-world
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Open source SNN projects
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PyNN
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Why another one?
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Why another one? • Eating our own Dogfood!
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Why another one? • Eating our own Dogfood! • Reinventing the wheel!
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Why another one? • Eating our own Dogfood! • Reinventing the wheel! • Common Lisp & Rust!
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Programming Languages
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Created by Mozilla
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Why Rust?
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Why Rust? • Performance
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Why Rust? • Performance • Reliability
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Why Rust? • Performance • Reliability • Productivity
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Created by John McCarthy
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Why Lisp?
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Why Lisp? • Simple
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Why Lisp? • Simple • Interactive
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Why Lisp? • Simple • Interactive • Programmable language
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WheatNNLeek
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https://github.com/libgirlenterprise/ WheatNNLeek
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wheatnnleek-mnist
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Future plans
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Future plans • More models and synapses
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Future plans • More models and synapses • Support GPUs
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Future plans • More models and synapses • Support GPUs • Dynamic module
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Under the paving-stones, the beach! — Graffito, Paris, May 1968
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Thank you