NEURAL, SYMBOLIC, AND PROBABILISTIC ALGORITHMS.
Theme 1 focuses on the following tasks:
- Unifying Neural, Symbolic and Probabilistic Models
- Hyper-dimensional (HD) Information Representations & Processing
- Computing with Emergent and Dynamical Systems
- Theoretical Underpinnings of Robustness-accuracy-efficiency Tradeoffs
Theme 1 Leader
Naresh Shanbhag
Theme 1 Leader and Task Leader for Theoretical Underpinnings of Robustness-accuracy-efficiency Tradeoffs
Theme 1 Principal Investigators (PIs)
Arijit Raychowdhury
Researcher
Bruno Olshausen
Task Leader for Hyper-dimensional (HD) Information Representations & Processing
James DiCarlo
Researcher
Jan Rabaey
Researcher
Josh Tenenbaum
Task Leader for Unifying Neural, Symbolic and Probabilistic Models
Kaushik Roy
Task Leader for Computing with Emergent and Dynamical Systems
Tajana Simunic Rosing
Researcher