In refereed journals 2025
Neuromorphic principles in self-attention hardware for efficient transformers
Nature computational science 5(9), 708 - 710 (2025) [10.1038/s43588-025-00868-9]
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The neurobench framework for benchmarking neuromorphic computing algorithms and systems
Nature Communications 16(1), 1545 (2025) [10.1038/s41467-025-56739-4]
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Simplified two-compartment neuron with calcium dynamics capturing brain-state specific apical-amplification, -isolation and -drive
Frontiers in computational neuroscience 19, 1566196 (2025) [10.3389/fncom.2025.1566196]
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Analog in-memory computing attention mechanism for fast and energy-efficient large language models
Nature computational science 5(9), 813 - 824 (2025) [10.1038/s43588-025-00854-1]
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Distributed representations enable robust multi-timescale symbolic computation in neuromorphic hardware
Neuromorphic computing and engineering 5(1), 014008 (2025) [10.1088/2634-4386/ada851]
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