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    1. "Space-Time Algebra: A Model for Neocortical Computation,"
      James E. Smith, ISCA 2018. 

    2. "A Microarchitecture Implementation Framework for
      Online Learning with Temporal Neural Networks,
      " Harideep Nair, John Paul Shen, & James E. Smith, ISVLSI 2021.

    3. "Unsupervised Clustering of Time Series Signals Using Neuromorphic Energy-Efficient Temporal Neural Networks," 
      Shreyas Chaudhari, Harideep Nair, Jose M.F. Moura, & John Paul Shen, ICASSP 2021.

    4. "TNN7: A Custom Macro Suite for Implementing Highly Optimized Designs of Neuromorphic TNNs," Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar, & John Paul Shen, ISVLSI 2022.

    5. "tuGEMM: Area-Power-Efficient Temporal Unary GEMM Architecture for Low Resolution Edge AI," Harideep Nair, Prabhu Vellaisamy, Albert Chen, Joseph Finn, Anna Li, Manav Trivedi, and John Paul Shen, ISCAS 2023.


    1. "A Road Map for Reverse-Architecting the Brain's Neocortex," James E. Smith, FCRC Keynote 2019.     

    2. "Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units," Prabhu Vellaisamy, & John Paul Shen, The 4th Young Architect Workshop (YArch'22), at ASPLOS 2022.


    1. "(Newtonian) Space-Time Algebra,"
      James E. Smith, 6/15/2019

    2. "A Macrocolumn Architecture Implemented with Spiking Neurons,"James E. Smith, 2/9/2023

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