This week, we’ll be featuring a series of shows recorded from Strange Loop, a great developer-focused conference that takes place every year right in my backyard! The conference is a multi-disciplinary melting pot of developers and thinkers across a variety of fields, and we’re happy to be able to bring a bit of it to those of you who couldn’t make it in person! In this episode, I speak with Matthew Taylor, Open Source Manager at Numenta. You might remember hearing a bit about Numenta from an interview I did with Francisco Weber of Cortical.io, for TWiML Talk #10, a show which remains the most popular show on the podcast.
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Numenta is basically trying to reverse-engineer the neocortex, and use what they learn to develop a neocortical theory for biological and machine intelligence called Hierarchical Temporal Memory. Matt joined me at the conference to discuss his talk “The Biological Path Towards Strong AI”. In our conversation, we discuss the basics of HTM, it’s biological inspiration, and how it differs from traditional neural network models including deep learning. This is a Nerd Alert show, and after you listen I would encourage you to check out the conversation with Francisco which we’ll link to in the show notes.
Thanks to our Sponsor
We’d like to send a big shoutout to Nexosis, who helped make this series possible. Nexosis is a company of developers focused on providing easy access to machine learning. The Nexosis Machine Learning API meets developers where they’re at, regardless of their mastery of data science, so they can start coding up predictive applications today, in their preferred programming language. It’s as simple as loading your data and selecting the type of problem you want to solve. Their automated platform trains and selects the best model fit for your data and then outputs predictions. Be sure to also get your free Nexosis API key and discover how to start leveraging machine learning in your next project at nexosis.com/twiml.
TWiML Online Meetup
The details of our next TWiML Online Meetup have been posted! On Wednesday, December 13th, at 3pm Pacific Time, we will be joined by Bruno Gonçalves, who will be presenting the paper “Understanding Deep Learning Requires Rethinking Generalization”. If you’re already registered for the meetup, you should have already received an invitation with all the details. If you still need to register for the meetup, head over to twimlai.com/meetup to do so. We hope to see you there!
Mentioned in the Interview
- Numenta HTM Community
- Get your free Nexosis API key here!
- ANN Point Neuron Models
- AI and Neuroscience: A virtuous circle
- Matt’s Talk at Strange Loop
- Spatial Pooling
- Temporal Context
- Amazon Cloudwatch
- GROK Open Source
- Semantic Fingerprinting
- TWiML Online Meetup – Kevin Tee – Active Preference Learning for Personalized Portfolio Construction
- Strange Loop 2017 Series
- TWiML Events Page
- TWiML Meetup
- TWiML Newsletter