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Kulkarni, Shruti

  1. SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing
    2023/05/04 by Prasanna Date, Date, Prasanna, Chathika Gunaratne +9 · 2 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Advanced Data Storage Technologies
  2. Attention for Causal Relationship Discovery from Biological Neural Dynamics
    2023/11/12 by Lu, Ziyu, Tabassum, Anika, Kulkarni, Shruti +4 · 1 citation
    #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Neurons and Cognition (q-bio.NC)
  3. Transductive Spiking Graph Neural Networks for Loihi
    2024/04/25 by Shay Snyder, Victoria Clerico, Snyder, Shay +11 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Photoreceptor and optogenetics research
  4. Encoding Integers and Rationals on Neuromorphic Computers using Virtual Neuron
    2022/08/15 by Prasanna Date, Shruti Kulkarni, Date, Prasanna +9 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #B.2 #B.6 #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)