Day 0 (Aug 28th 2024 )
15:00-17:00 Tutorial: An Introduction to the Tsetlin Machine
17:30 Registration Ball Room A, University ClubBall
18:00 Reception Ball Room A, University ClubBall
Day 1 (Aug 29th 2024 )
Ball Room A, University Club
08:30 – 09:00 Registration
09:00 – 09:10 Welcome & Opening
09:10 – 10:10 Keynote I: Tsetlin Machines and the Stunning Logical Power of Human Minds
10:10 – 10:30 Break
10:30 – 12:00 Research Session 1
TM Literal Streaming with Absorbing States
Pruning Literals for Highly Efficient Explainability at Word Level
Reasoning by Elimination: A Technique for Tsetlin Machines
12:00 – 13:30 Lunch
13:30 – 15:00 Research Session 2
Accelerated Tsetlin Machine Inference Through Incremental Model Re-evaluation
Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines
Pre-Sorted Tsetlin Machine (The Genetic K-Medoid Method)
15:00 – 15:30 Break
15:30 – 17:00 Research Session 3
In-Memory Learning Automata Architecture using Y-Flash Cell
Hardware Implementation of an Adaptive Finite State Machine Utilizing Tsetlin Machine
9T SRAM Cell based Wired-OR Logic Arrays for Tsetlin Machine Inference
18:00 Conference Banquete. The Oaklander, 5130 Bigelow Boulevard 10th Floor
Day 2 (Aug 30th 2024)
Ball Room A, University ClubBall
08:30 – 09:00 Registration
09:00 – 09:10 Opening & Announcements
09:10 – 10:10 Keynote II: Super-conducting Tsetlin Machines and Neuromorphic Computing
10:10 – 10:30 Break
10:30 – 12:00 Research Session 4
Time-Domain Argmax Architecture for Tsetlin Machine Classification
Multi-Layer Tsetlin Machine: Architecture and Performance Evaluation
An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites
12:00 – 13:30 Lunch
13:30 – 14:30 Research Session 5
Generating Bayesian Network Models from Data Using Tsetlin Machines
Using the Tsetlin Machine to Discover Fatality-based Transitions in Political Violence
14: 30 – 15:00 Break
15:00 – 16:30 Poster Session
TMCoSim: Hardware-Software Co-Simulation Framework for Tsetlin Machines
A Novel Tsetlin Machine with Enhanced Generalization
Detection of Microaneurysms from Color Fundus Images using Tsetlin Machine
Tree Based Interpretability Visualisation of The Tsetlin Machine
Enhancing Neural Network Learning Using Soft-Margin Taylor Softmax Propositional Network
16:30-17:00 Closing
17:30 – Tour of Nationality and Heritage Rooms. Visitor Center for the Nationality & Heritage Rooms, 1st Floor of Cathedral of Learning