DEFENCE OF THE DOCTORAL DISSERTATION BY JURE VREČA

Defence of the Doctoral Dissertation by Jure Vreča

IPS invites you to the Defence of the Doctoral Dissertation by Jure Vreča titled: Automatically generating fast hardware implementations of deeply quantized neural networks. The defence will take place on Friday, 14 November 2025, at 9:30 a.m. at the IPS Lecture Room, Jamova 39, 1000 Ljubljana.

Supervisor: Asst. Prof. Dr. Anton Biasizzo.

Short summary:

The thesis explores techniques for automatic hardware generation for deeply quantized neural networks. The thesis compares methods based on hardware generators with methods based on high-level synthesis.

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