A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices · HackerPapers discussions

A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices — HN submission

Sat, 06 May 2023 08:45:24 GMT

A Neuro-Vector-Symbolic Architecture For Solving Raven's Progressive Matrices

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices — mentioned by westurner

Thu, 13 Apr 2023 18:47:50 GMT

"A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices" (2023) https://arxiv.org/abs/2203.04571 : > […] our proposed neuro-vector-symbolic architecture (NVSA) [implements] powerful operators on high-dimensional distributed representations that serve as a common language between neural networks and symbolic AI. The efficacy of NVSA is demonstrated by solving the Raven's progressive matrices datasets. Compared to state-of-the-art deep neural network and neuro-symbolic approaches, end-to-end training of NVSA achieves a new record of 87.7% average accuracy in RAVEN, and…

Paper and discussion history. A mention is not an endorsement.

A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices — mentioned by abecedarius

Thu, 13 Apr 2023 17:48:31 GMT

All three of the papers linked to are closed access. (Did I miss one?) If anyone can link a favorite review paper on this approach, you'd be doing us a favor. Edit: one of them does link to a preprint version: https://arxiv.org/abs/2203.04571

Paper and discussion history. A mention is not an endorsement.

A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices — HN submission

Thu, 30 Mar 2023 15:53:30 GMT

A Neuro-Vector-Symbolic Architecture for Solving Raven's Progressive Matrices

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices — HN submission

Mon, 06 Mar 2023 20:29:01 GMT

A Neuro-Vector-Symbolic Architecture for Solving Raven’s Progressive Matrices

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.