This study explores the implications for mathematical knowledge and pedagogical practices of primary teachers in Papua New Guinea making a shift from a transmission approach to a connectionist approach to teaching mathematics. The research participants were engaged in a professional development program designed to support the teaching and learning of mathematics using a connectionist approach. The data suggest that teacher capacity to adopt a connectionist approach was influenced by their subject knowledge and that their subject knowledge influenced classroom pedagogy.