Kulkarni, Shruti
- 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
- 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)
- 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
- 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)