Browsing Scientific Publications in Information and Communication Technology by Author "Yakovlev, Alex"
Now showing items 1-3 of 3
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A Convolutional Tsetlin Machine-based Field Programmable Gate Array Accelerator for Image Classification
Tunheim, Svein Anders; Lei, Jiao; Shafik, Rishad; Yakovlev, Alex; Granmo, Ole-Christoffer (Chapter, 2022)This paper presents a Field Programmable Gate Array (FPGA) implementation of an image classification accelerator based on the Convolutional Tsetlin Machine (CTM). The work is a concept design, and the solution demonstrates ... -
Learning automata based energy-efficient AI hardware design for IoT applications: Learning Automata based AI Hardware
Wheeldon, Adrian; Shafik, Rishad; Rahman, Tousif; Lei, Jie; Yakovlev, Alex; Granmo, Ole-Christoffer (Peer reviewed; Journal article, 2020) -
A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning
Abeyrathna, Kuruge Darshana; Granmo, Ole-Christoffer; Shafik, Rishad; Lei, Jiao; Wheeldon, Adrian; Yakovlev, Alex; Lei, Jie; Goodwin, Morten (Peer reviewed; Journal article, 2021)