Muhammad Ihsan Al Hafiz

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

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Muhammad Ihsan Al Hafiz (1)Artur Podobas (1)Artur Podobas (1)

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Apr 30, 2026

Muhammad Ihsan Al Hafiz +33w ago

NeuroRing: Scaling Spiking Neural Networks via Multi-FPGA Bidirectional Ring Topologies and Stream-Dataflow Architectures

NeuroRing achieves faster-than-real-time execution of a full-scale cortical microcircuit simulation on FPGAs, proving that scalable, energy-efficient SNN hardware is within reach.

Muhammad Ihsan Al Hafiz, Muhammad Ihsan Al Hafiz, Artur Podobas +1

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

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Muhammad Ihsan Al Hafiz

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)