publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2022

  1. TRETS
    HopliteML: Evolving application customized FPGA NoCs with adaptable routers and regulators
    Malik, Gurshaant, Lang, Ian Elmore, Pellizzoni, Rodolfo, and Kapre, Nachiket
    ACM Transactions on Reconfigurable Technology and Systems (TRETS) 2022
    PDF

2021

  1. tinyML
    Hardware Aware Training for Efficient Keyword Spotting on General Purpose and Specialized Hardware
    Blouw, Peter, Malik, Gurshaant, Morcos, Benjamin, Voelker, Aaron R, and Eliasmith, Chris
    In tinyML Research Symposium 2021
    PDF
  2. arXiV
    Language Modeling using LMUs: 10x Better Data Efficiency or Improved Scaling Compared to Transformers
    Chilkuri, Narsimha, Hunsberger, Eric, Voelker, Aaron, Malik, Gurshaant, and Eliasmith, Chris
    arXiv preprint arXiv:2110.02402 2021
    PDF

2020

  1. GECCO
    DarwiNN: efficient distributed neuroevolution under communication constraints
    Malik, Gurshaant Singh, Petrica, Lucian, Kapre, Nachiket, and Blott, Michaela
    In Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion 2020
    PDF Code
  2. FPL
    Learn the Switches: Evolving FPGA NoCs with Stall-Free and Backpressure Based Routers
    Malik, Gurshaant, Lang, Ian Elmor, Pellizoni, Rodolfo, and Kapre, Nachiket
    In 2020 30th International Conference on Field-Programmable Logic and Applications (FPL) 2020
    PDF Best Paper Nominee Code

2019

  1. FPT
    Partitioning FPGA-Optimized Systolic Arrays for Fun and Profit
    Chan, Long Chung, Malik, Gurshaant, and Kapre, Nachiket
    In 2019 International Conference on Field-Programmable Technology (ICFPT) 2019
    PDF Best Paper Award Code
  2. FCCM
    Enhancing butterfly fat tree nocs for fpgas with lightweight flow control
    Malik, Gurshaant Singh, and Kapre, Nachiket
    In 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) 2019
    PDF Code
  3. Patent
    System and method for a database proxy
    Kulkarni, Chidamber, Alurkar, Aditya, Mishra, Pradeep, Sukumar, Prasanna, Raghava, Vijaya, Raj, Raushan, Sachdev, Rahul, Malik, Gurshaant Singh, Mathew, Ajit, Sundararajan, Prasanna, and others,
    2019

2015

  1. ECMR
    Decision theoretic search for small objects through integrating far and near cues
    Karthik, M Siva, Mittal, Sudhanshu, Malik, Gurshaant, and Krishna, K Madhava
    In 2015 European Conference on Mobile Robots (ECMR) 2015
    PDF
  2. ECMR
    FPGA based combinatorial architecture for parallelizing RRT
    Malik, Gurshaant Singh, Gupta, Krishna, Krishna, K Madhava, and Chowdhury, Shubhajit Roy
    In 2015 European Conference on Mobile Robots (ECMR) 2015
    PDF
  3. AIR
    FPGA based hierarchical architecture for parallelizing RRT
    Malik, Gurshaant Singh, Gupta, Krishna, Krishna, K Madhava, and Chowdhury, Shubhajit Roy
    In Proceedings of the 2015 Conference on Advances In Robotics 2015
    PDF