About

Cognitive Systems Lab

The Cognitive Systems Laboratory (CSL) is (a) a member of the Center for SPIRAL — a nexus of signal and image analytics and machine learning, (b) a member of the self-organized PEN (Psychologists, Engineers, Neuroscientists) Cluster at Northeastern — a nexus of experimental and modeling driven studies of brain and peripheral nervous system and their interactions with the body, (c) a member of the inter-institutional CAMBI — a nexus of assistive technology research and development including brain interfaces, and (d) a member of the inter-institutional i-ROP Consortium — a nexus of research and development of retinopathy of prematurity assessment and treatment monitoring technologies.

News

Recent Publications

2025

  1. J_Potter_MPPI_TAES_2024.jpg
    Continuously Optimizing Radar Placement with Model Predictive Path Integrals
    Published TAES
    Michael Potter, Shuo Tang, Paul Ghanem, and 8 more authors
    2025
  2. C_Sunger_MarkovType_AAAI_2025.webp
    MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
    Published AAAI
    Elifnur Sunger, Yunus Bicer, Deniz Erdogmus, and 1 more author
    The 39th Annual AAAI Conference on Artificial Intelligence, 2025
  3. C_Ghanem_PhysicsODEPM_AAAI_2025.webp
    Learning Physics Informed Neural ODEs With Partial Measurements
    Published AAAI
    Paul Ghanem, Ahmet Demirkaya, Tales Imbiriba, and 3 more authors
    The 39th Annual AAAI Conference on Artificial Intelligence, 2025

2024

  1. C_Singh_LNO_ICLR_2024.webp
    Learning Semilinear Neural Operators: A Unified Recursive Framework For Prediction And Data Assimilation
    Published ICLR
    Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, and 1 more author
    International Conference on Learning Representations, 2024