Faculty profile
Lei Zhang
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Latest papers
System-level FPGA validation of a trainable and robust multiplier-free spiking neural network.
iScience · 2026 · senior author
Personalized sleep-aiding music intervention for insomnia: A closed-loop neurofeedback approach.
Sleep medicine · 2025
Sleep-aiding music therapy for insomnia: Exploring EEG functional connectivity of sleep-related attentional bias.
Sleep medicine · 2024
Latest funding
- $22,000
Revolutionizing AI for Computing Speed and Energy Efficiency Using Bio-inspired Spiking Neural Network and Hardware Acceleration
NSERC · 2024 · Principal investigator
7 publications.
System-level FPGA validation of a trainable and robust multiplier-free spiking neural network.
Li Q, Zhang L
Personalized sleep-aiding music intervention for insomnia: A closed-loop neurofeedback approach.
Li J, Zhou M, Zhang J, Zhang J, Zhang L, Zeng X, Zhang H
Sleep-aiding music therapy for insomnia: Exploring EEG functional connectivity of sleep-related attentional bias.
Li J, Zhou M, Zhang J, Zhang J, Zhang L, Shan H, Zhang J, Zhang H
FPGA Implementation of Complex-Valued Neural Network for Polar-Represented Image Classification.
Ahmad M, Zhang L, Chowdhury MEH
Complex-Exponential-Based Bio-Inspired Neuron Model Implementation in FPGA Using Xilinx System Generator and Vivado Design Suite.
Ahmad M, Zhang L, Ng KTW, Chowdhury MEH
Dynamical system based compact deep hybrid network for classification of Parkinson disease related EEG signals.
Shah SAA, Zhang L, Bais A
Time series forecasting of COVID-19 transmission in Canada using LSTM networks.
Chimmula VKR, Zhang L
Revolutionizing AI for Computing Speed and Energy Efficiency Using Bio-inspired Spiking Neural Network and Hardware Acceleration
Principal investigators: Zhang, Lei
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
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