Not a lot to say here, really. Everything you need to know about anything can be found in hockey clichés... Get pucks in. Get pucks deep. Go to the hard areas and keep your stick on the ice.
The hard problem of consciousness is haunting. Somehow, syntactic operations over symbols makes manifest
the subjective character of my existential dread as I ruminate on how syntactic operations over symbols makes
manifest...
...The problem mocks my conceit like history does the present.
My current research has involved investigations into the symbols and operations that may be involved
in subjective experience. Whatever computational machinery makes qualia possible, it's likely primitive to
human-level intelligence. Understanding this machinery can give us valuable insights into how to build
general intelligence in-silico.
There's also a more immediate aspect to this as well. People are largely driven by their subjective experiences,
and modelling these experiences in specific domains can help us build useful technologies, such as rhetorical
force detectors.
The fact we can "see" things inside our mind is wild. Right now, you can close your eyes and visualize
Nietzsche's moustache in a street brawl with Socrates' beard. That's absurd. How does the brain do this?
What computations are involved and over what representations? Are visual mental images built of perceptual
content, or experiential content? Does this change the underlying computations? If so, how? And what even is
vividness? It seems to be cut from the same cloth as pornography: we can't define it, but we
know it when we see it.
My current work has explored a novel conception of vividness built on the idea that visual imagery involves
representations that carry experiential content, and that when we visualize this street brawl, we are
visualizing the experience of seeing it.
Most business owners want to be compliant with relevant legislation. How can we help them, particularly when it comes to privacy? Homomorphic encryption is an exciting avenue that has the potential to break down data silos and help businesses utilize their data while still remaining compliant with privacy laws.
- Developed a novel model of vividness
- Developed a novel model of qualia
- Built spiking neural network
- Managed experiments & data
Tech Stack: Python, Git
Target Thesis Defense: Spring, 2025
- Developed novel ML algorithms for rhetoric detection and theme detection
- Built advisory system
- Built backend api, datalayer, and web server
- Built website frontend
- Deployed and maintained all cloud infrastructure
Tech Stack: Go, Python, Flutter/Dart, Git, Docker, AWS
Status: public beta
Requires: bug fixes and UI update
Target Release: Summer, 2025
- Designed app
- Built backend api, datalayer, and web server
- Built app client (Android, iOS, macOS, Windows)
- Built website frontend
- Deployed and maintained all cloud infrastructure
Tech Stack: Go, Python, Flutter/Dart, Git, Docker, AWS
Status: internal beta
Requires: bug fixes and UI update
Target Release: Summer, 2025
- Developed novel use-cases for homomorphic encryption in the payments space
- Developed prototype for established payroll company
Tech Stack: C++, JS, HTML/CSS, Git, Docker
Status: internal prototype
Target Release: TBD
Riley, S.N. & Davies, J. (2023). Vividness as the similarity between generated imagery and an internal model. Brain & Cognition, 169, 105988.
Riley, S.N., Savelson, Z. & Singh, R. (2023). Cognitive primitives and bayesian number word learning. In Proceedings of the Annual Meeting of the Cognitive Science Society, (Vol. 45), pp. 2924-2930.
Riley, S.N. & Davies, J. (2020). A spiking neural network model of spatial and visual mental imagery. Cognitive Neurodynamics, 14(2), 239-251.
Riley, S.N. (2017). Investigating the multivariate nature of NHL player performance with structural equation modelling. PLoS One, 12(9), e0184346.
Porter, S., ten Brinke, L., Riley, S.N. & Baker, A. (2014). Prime time news: The influence of primed positive and negative emotion on susceptibility to false memories. Cognition & Emotion, 28(8), 1422-1434.
Riley, S.N. & Gabora, L. (2012). Evidence that threatening situations enhance creativity. In Proceedings of the Annual Meeting of the Cognitive Science Society, (Vol. 34), pp. 2234-2239.