{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:ZP6RTLLXI53E2DTX7TGPPMNS2X","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"9d7b50de9d00eaa5b597eaa5de0eb2e5d373eea0dac89f03041fde7b53c412f5","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-06-02T09:49:45Z","title_canon_sha256":"de7c0f91f9885578ac1a84ee81058507ea0a6f6940be543efbdd40b2bfb035de"},"schema_version":"1.0","source":{"id":"1506.00815","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1506.00815","created_at":"2026-05-18T01:51:49Z"},{"alias_kind":"arxiv_version","alias_value":"1506.00815v4","created_at":"2026-05-18T01:51:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1506.00815","created_at":"2026-05-18T01:51:49Z"},{"alias_kind":"pith_short_12","alias_value":"ZP6RTLLXI53E","created_at":"2026-05-18T12:29:52Z"},{"alias_kind":"pith_short_16","alias_value":"ZP6RTLLXI53E2DTX","created_at":"2026-05-18T12:29:52Z"},{"alias_kind":"pith_short_8","alias_value":"ZP6RTLLX","created_at":"2026-05-18T12:29:52Z"}],"graph_snapshots":[{"event_id":"sha256:077dd27b176085a60330d2b1612df9eaedd3104a31c08ce060b8fe76da12a983","target":"graph","created_at":"2026-05-18T01:51:49Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"This article demonstrates a new conceptor network based classifier in classifying images. Mathematical descriptions and analysis are presented. Various tests are experimented using three benchmark datasets: MNIST, CIFAR-10 and CIFAR-100. The experiments displayed that conceptor network can offer superior results and flexible configurations than conventional classifiers such as Softmax Regression and Support Vector Machine (SVM).","authors_text":"Chu Kiong Loo, M.S. Ishwarya, Yuhuang Hu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-06-02T09:49:45Z","title":"Classify Images with Conceptor Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1506.00815","kind":"arxiv","version":4},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:c962ea143c4dd02a666d687fd872d326cbfb61d1ed76daaa61793f8674ecb80b","target":"record","created_at":"2026-05-18T01:51:49Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"9d7b50de9d00eaa5b597eaa5de0eb2e5d373eea0dac89f03041fde7b53c412f5","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2015-06-02T09:49:45Z","title_canon_sha256":"de7c0f91f9885578ac1a84ee81058507ea0a6f6940be543efbdd40b2bfb035de"},"schema_version":"1.0","source":{"id":"1506.00815","kind":"arxiv","version":4}},"canonical_sha256":"cbfd19ad7747764d0e77fcccf7b1b2d5db545fd0642eb3673d5ba7a06467fdb2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cbfd19ad7747764d0e77fcccf7b1b2d5db545fd0642eb3673d5ba7a06467fdb2","first_computed_at":"2026-05-18T01:51:49.165433Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:51:49.165433Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Tn5pLTQsVzl5KuvtfHPR/5Dk1oZVSfge4hu6T1SPdNPkpFOk1RPtbiW7r6FFtjixTRifNGOAHGJDFC2eShO5BA==","signature_status":"signed_v1","signed_at":"2026-05-18T01:51:49.165949Z","signed_message":"canonical_sha256_bytes"},"source_id":"1506.00815","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c962ea143c4dd02a666d687fd872d326cbfb61d1ed76daaa61793f8674ecb80b","sha256:077dd27b176085a60330d2b1612df9eaedd3104a31c08ce060b8fe76da12a983"],"state_sha256":"74bc44e852b7b5c7de67214ee47cbb68d75d67b6b493c2996efa23d76a2aa18d"}